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List of works by Dinggang Shen

-Space Upsampling Using - Space Regularization

3-D Fully Convolutional Networks for Multimodal Isointense Infant Brain Image Segmentation

scientific article published on 08 February 2018

3-D statistical cancer atlas-based targeting of prostate biopsy using ultrasound image guidance

3D Auto-Context-Based Locality Adaptive Multi-Modality GANs for PET Synthesis.

scientific article published on 29 November 2018

3D Deep Learning for Multi-modal Imaging-Guided Survival Time Prediction of Brain Tumor Patients

scholarly article by Dong Nie et al published October 2016 in Lecture Notes in Computer Science

3D conditional generative adversarial networks for high-quality PET image estimation at low dose

scientific article published on 20 March 2018

4D Infant Cortical Surface Atlas Construction using Spherical Patch-based Sparse Representation

scientific article published on 04 September 2017

4D multi-modality tissue segmentation of serial infant images

scientific article

4D segmentation of brain MR images with constrained cortical thickness variation

scientific article

7T-Guided Learning Framework for Improving the Segmentation of 3T MR Images

scientific article published on 02 October 2016

7T-guided super-resolution of 3T MRI.

scientific article

A COMPUTATIONAL METHOD FOR LONGITUDINAL MAPPING OF ORIENTATION-SPECIFIC EXPANSION OF CORTICAL SURFACE AREA IN INFANTS.

scientific article published in April 2018

A General Fast Registration Framework by Learning Deformation–Appearance Correlation ⬇️

scientific article published on October 6, 2011

A Generalized Learning Based Framework for Fast Brain Image Registration ⬇️

scientific article published on 01 January 2010

A Hierarchical Feature and Sample Selection Framework and Its Application for Alzheimer's Disease Diagnosis

scientific article published on 30 March 2017

A Hybrid Multishape Learning Framework for Longitudinal Prediction of Cortical Surfaces and Fiber Tracts Using Neonatal Data

scientific article published on 02 October 2016

A Hybrid of Deep Network and Hidden Markov Model for MCI Identification with Resting-State fMRI

scientific article published on 01 October 2015

A Learning based Hierarchical Framework for Automatic Prostate Localization in CT Images

scientific article published on 01 January 2011

A Learning-Based CT Prostate Segmentation Method via Joint Transductive Feature Selection and Regression

scientific article

A Longitudinal MRI Study of Amygdala and Hippocampal Subfields for Infants with Risk of Autism

scientific article published on 01 October 2019

A Markov Random Field Groupwise Registration Framework for Face Recognition

scientific article published on April 2014

A Multi-organ Nucleus Segmentation Challenge

scientific article published on 23 October 2019

A NOVEL IMAGE-SPECIFIC TRANSFER APPROACH FOR PROSTATE SEGMENTATION IN MR IMAGES

scientific article published on 01 April 2018

A New Image Similarity Metric for Improving Deformation Consistency in Graph-Based Groupwise Image Registration

scientific article published on 06 December 2018

A New Multi-Atlas Registration Framework for Multimodal Pathological Images Using Conventional Monomodal Normal Atlases

scientific article published on 17 December 2018

A Novel Deep Learning Framework on Brain Functional Networks for Early MCI Diagnosis

scientific article published on 13 September 2018

A Novel Framework for Groupwise Registration of fMRI Images based on Common Functional Networks

scientific article published in April 2017

A PRELIMINARY VOLUMETRIC MRI STUDY OF AMYGDALA AND HIPPOCAMPAL SUBFIELDS IN AUTISM DURING INFANCY

scientific article published on 01 April 2019

A Point Says a Lot: An Interactive Segmentation Method for MR Prostate via One-Point Labeling

A Robust Deep Model for Improved Classification of AD/MCI Patients

scientific article published on 4 May 2015

A Statistical Atlas of Prostate Cancer for Optimal Biopsy

A Statistical Framework for Inter-Group Image Registration ⬇️

scientific article published on October 1, 2012

A computational growth model for measuring dynamic cortical development in the first year of life.

scientific article

A computational method for longitudinal mapping of orientation-specific expansion of cortical surface in infants

scientific article published on 21 July 2018

A cybernetic eye for rare disease

scholarly article published February 2017

A deep learning system for detecting diabetic retinopathy across the disease spectrum

scientific article published on 28 May 2021

A dynamic tree-based registration could handle possible large deformations among MR brain images

scientific article published on 14 May 2016

A feature-based learning framework for accurate prostate localization in CT images

scientific article published on 9 April 2012

A framework for predictive modeling of anatomical deformations

article

A generative model for resolution enhancement of diffusion MRI data

scientific article published on 01 January 2013

A generative probability model of joint label fusion for multi-atlas based brain segmentation

scientific article

A new statistically-constrained deformable registration framework for MR brain images

scientific article published on January 2009

A novel approach to multiple anatomical shape analysis: Application to fetal ventriculomegaly

scientific article published on 10 June 2020

A novel framework for longitudinal atlas construction with groupwise registration of subject image sequences ⬇️

scientific article published on August 22, 2011

A novel longitudinal atlas construction framework by groupwise registration of subject image sequences

scientific article published on January 2011

A novel matrix-similarity based loss function for joint regression and classification in AD diagnosis

scientific article

A novel multi-relation regularization method for regression and classification in AD diagnosis

scientific article published on 01 January 2014

A novel relational regularization feature selection method for joint regression and classification in AD diagnosis

scientific article published on 10 November 2015

A toolbox for brain network construction and classification (BrainNetClass)

scientific article published on 12 March 2020

A transversal approach for patch-based label fusion via matrix completion

scientific article published on 20 June 2015

ABSORB: Atlas Building by Self-organized Registration and Bundling

scientific article published on 10 March 2010

AUTOMATIC PARCELLATION OF CORTICAL SURFACES USING RANDOM FORESTS.

scientific article published in April 2015

Abnormal Changes of Brain Cortical Anatomy and the Association with Plasma MicroRNA107 Level in Amnestic Mild Cognitive Impairment

scientific article published on 18 May 2016

Abnormal Lung Quantification in Chest CT Images of COVID-19 Patients with Deep Learning and its Application to Severity Prediction

scientific article published on 22 November 2020

Accurate Segmentation of CT Male Pelvic Organs via Regression-Based Deformable Models and Multi-Task Random Forests

scientific article published on 18 January 2016

Adaptive Feature Selection Guided Deep Forest for COVID-19 Classification with Chest CT

scientific article published on 26 August 2020

Advanced deep learning methods for biomedical information analysis: An editorial

scientific article published on 15 October 2020

Adversarial Similarity Network for Evaluating Image Alignment in Deep Learning based Registration

scientific article published on 26 September 2018

Adversarial learning for mono- or multi-modal registration

scientific article published on 24 August 2019

Altered brain network modules induce helplessness in major depressive disorder

scientific article published on July 2014

Altered modular organization of structural cortical networks in children with autism

scientific article

Altered structural connectivity in neonates at genetic risk for schizophrenia: a combined study using morphological and white matter networks

scientific article

Alzheimer's Disease Diagnosis Using Landmark-Based Features From Longitudinal Structural MR Images

scientific article published on 16 May 2017

An Effective MR-Guided CT Network Training for Segmenting Prostate in CT Images

scientific article published on 16 December 2019

An adaptive-focus deformable model using statistical and geometric information

article

An automated method for identifying an independent component analysis-based language-related resting-state network in brain tumor subjects for surgical planning.

scientific article published on 23 October 2017

Anatomical Landmark Based Deep Feature Representation for MR Images in Brain Disease Diagnosis

scientific article published on 10 January 2018

Anatomy-Regularized Representation Learning for Cross-Modality Medical Image Segmentation

scientific article published on 21 September 2020

Anatomy-guided Dense Individualized and Common Connectivity-based Cortical Landmarks (A-DICCCOL).

scientific article published on 20 November 2014

Anatomy-guided joint tissue segmentation and topological correction for 6-month infant brain MRI with risk of autism.

scientific article published on 8 March 2018

Angular Upsampling in Infant Diffusion MRI Using Neighborhood Matching in - Space

scholarly article by Geng Chen et al published 2018 in Frontiers in Neuroinformatics

Application of neuroanatomical features to tractography clustering ⬇️

scientific article published on March 28, 2012

Application of statistical cancer atlas for 3D biopsy

Artificial Intelligence Neuropathologist for Glioma Classification using Deep Learning on Hematoxylin and Eosin Stained Slide images and Molecular Markers

scientific article published on 14 July 2020

Associations between Tumor Vascularity, Vascular Endothelial Growth Factor Expression and PET/MRI Radiomic Signatures in Primary Clear-Cell-Renal-Cell-Carcinoma: Proof-of-Concept Study

scientific article published on 03 March 2017

Atlas construction via dictionary learning and group sparsity

scientific article published on 01 January 2012

Atomic connectomics signatures for characterization and differentiation of mild cognitive impairment

scientific article published on 30 October 2014

Attention-Guided Hybrid Network for Dementia Diagnosis With Structural MR Images

scientific article published on 28 July 2020

Attribute vector guided groupwise registration

scientific article published on 01 January 2009

Attribute vector guided groupwise registration

scientific article published on 22 January 2010

Automated Segmentation of Mouse Brain Images Using Multi-Atlas Multi-ROI Deformation and Label Fusion ⬇️

scientific article published on January 1, 2013

Automated bone segmentation from dental CBCT images using patch-based sparse representation and convex optimization

scientific article published on April 2014

Automated delineation of calcified vessels in mammography by tracking with uncertainty and graphical linking techniques

scientific article

Automated detection and classification of thyroid nodules in ultrasound images using clinical-knowledge-guided convolutional neural networks

scientific article published on 05 September 2019

Automated morphometric study of brain variation in XXY males

Automated quantification of cerebral edema following hemispheric infarction: Application of a machine-learning algorithm to evaluate CSF shifts on serial head CTs.

scientific article published on 26 September 2016

Automated segmentation of CBCT image using spiral CT atlases and convex optimization

scientific article published on 01 January 2013

Automated segmentation of dental CBCT image with prior-guided sequential random forests

scientific article

Automatic Accurate Infant Cerebellar Tissue Segmentation with Densely Connected Convolutional Network

scholarly article by Jiawei Chen et al published September 2018 in Lecture Notes in Computer Science

Automatic Craniomaxillofacial Landmark Digitization via Segmentation-Guided Partially-Joint Regression Forest Model and Multiscale Statistical Features

scientific article published on 24 November 2015

Automatic Cystocele Severity Grading in Ultrasound by Spatio-Temporal Regression

scientific article published on 02 October 2016

Automatic Hippocampal Subfield Segmentation from 3T Multi-modality Images

scientific article published on 01 October 2016

Automatic Segmentation of 3D Perivascular Spaces in 7T MR Images Using Multi-Channel Fully Convolutional Network

scholarly article by Chunfeng Lian et al published June 2018 in Proceedings of the International Society for Magnetic Resonance in Medicine ... Scientific Meeting and Exhibition. International Society for Magnetic Resonance in Medicine.

Automatic Segmentation of Hippocampus for Longitudinal Infant Brain MR Image Sequence by Spatial-Temporal Hypergraph Learning

scientific article published on 22 September 2016

Automatic Segmentation of Spinal Canals in CT Images via Iterative Topology Refinement

scientific article published in August 2015

Automatic Skull Stripping of Rat and Mouse Brain MRI Data Using U-Net

scientific article published on 07 October 2020

Automatic brain labeling via multi-atlas guided fully convolutional networks

scientific article published on 01 November 2018

Automatic classification of sulcal regions of the human brain cortex using pattern recognition

scholarly article published 16 May 2003

Automatic hippocampus segmentation of 7.0 Tesla MR images by combining multiple atlases and auto-context models

scientific article published on 11 June 2013

Automatic labeling of MR brain images by hierarchical learning of atlas forests

scientific article published on March 2016

Automatic prostate MR image segmentation with sparse label propagation and domain-specific manifold regularization

scientific article published on January 2013

Automatic segmentation of neonatal images using convex optimization and coupled level sets.

scientific article published on 05 July 2011

Automatic segmentation of white matter lesions in T1-weighted brain MR images

scholarly article

Axonal fiber terminations concentrate on gyri

scientific article

BIRNet: Brain image registration using dual-supervised fully convolutional networks

scientific article published on 22 March 2019

Benchmark on Automatic 6-month-old Infant Brain Segmentation Algorithms: The iSeg-2017 Challenge

scientific article published on 27 February 2019

Biomechanical Analysis of Normal Brain Development during the First Year of Life Using Finite Strain Theory

scientific article published on 2 December 2016

Boundary Coding Representation for Organ Segmentation in Prostate Cancer Radiotherapy

scientific article published on 21 September 2020

Brain Atlas Fusion from High-Thickness Diagnostic Magnetic Resonance Images by Learning-Based Super-Resolution

scientific article published on 29 September 2016

Brain Image Labeling Using Multi-atlas Guided 3D Fully Convolutional Networks

scientific article published on 31 August 2017

Brain Tissue Segmentation Based on Diffusion MRI Using ℓ0 Sparse-Group Representation Classification

scientific article published on 01 October 2015

Brain Tissue Segmentation of Neonatal MR Images Using a Longitudinal Subject-specific Probabilistic Atlas

scientific article

Brain anatomical networks in early human brain development.

scientific article

Brain connectivity hyper-network for MCI classification

scientific article published on 01 January 2014

Brain-Wide Genome-Wide Association Study for Alzheimer's Disease via Joint Projection Learning and Sparse Regression Model

scientific article published on 09 April 2018

Building dynamic population graph for accurate correspondence detection

scientific article

CENTS: cortical enhanced neonatal tissue segmentation

scientific article

CHARTING DEVELOPMENT-BASED JOINT PARCELLATION MAPS OF HUMAN AND MACAQUE BRAINS DURING INFANCY

scientific article published on 01 April 2019

CLASSIC: consistent longitudinal alignment and segmentation for serial image computing

scientific article published on 4 November 2005

CLASSIC: consistent longitudinal alignment and segmentation for serial image computing.

scientific article published in January 2005

COMPARE: classification of morphological patterns using adaptive regional elements.

scientific article

CONNECTOMICS SIGNATURE FOR CHARACTERIZATON OF MILD COGNITIVE IMPAIRMENT AND SCHIZOPHRENIA.

scientific article published on May 2014

CONSTRUCTION OF 4D NEONATAL CORTICAL SURFACE ATLASES USING WASSERSTEIN DISTANCE

scientific article published on 01 April 2019

CONSTRUCTION OF SPATIOTEMPORAL INFANT CORTICAL SURFACE ATLAS OF RHESUS MACAQUE

scientific article published on 01 April 2018

CONSTRUCTION OF SPATIOTEMPORAL NEONATAL CORTICAL SURFACE ATLASES USING A LARGE-SCALE DATASET

scientific article published on 01 April 2018

CORTICAL FOLDINGPRINTS FOR INFANT IDENTIFICATION

scientific article published on 01 April 2019

CT Male Pelvic Organ Segmentation via Hybrid Loss Network with Incomplete Annotation

scientific article published on 13 January 2020

CT male pelvic organ segmentation using fully convolutional networks with boundary sensitive representation

scientific article published on 21 March 2019

Can we predict subject-specific dynamic cortical thickness maps during infancy from birth?

scientific article published on 15 March 2017

Canonical feature selection for joint regression and multi-class identification in Alzheimer's disease diagnosis

scientific article published on 9 August 2015

Cascaded MultiTask 3-D Fully Convolutional Networks for Pancreas Segmentation

scientific article published on 18 December 2019

Cerebellum Tissue Segmentation with Ensemble Sparse Learning

scientific article published in April 2017

Cerebral blood volume in Alzheimer's disease and correlation with tissue structural integrity

scientific article

Characterization of U-shape streamline fibers: Methods and applications

scientific article

Classification of structural images via high-dimensional image warping, robust feature extraction, and SVM

scientific article published on 01 January 2005

Clustering-induced multi-task learning for AD/MCI classification

scientific article published on 01 January 2014

Cognitive Assessment Prediction in Alzheimer's Disease by Multi-Layer Multi-Target Regression

scientific article published on 01 October 2018

Collaborative regression-based anatomical landmark detection

scientific article published on 18 November 2015

Composite large margin classifiers with latent subclasses for heterogeneous biomedical data

scientific article

Computational neuroanatomy of baby brains: A review

scientific article published on 21 March 2018

Computer-Aided Diagnosis with Deep Learning Architecture: Applications to Breast Lesions in US Images and Pulmonary Nodules in CT Scans

scientific article

Computer-assisted segmentation of white matter lesions in 3D MR images using support vector machine

scientific article published on March 2008

Concatenated Spatially-localized Random Forests for Hippocampus Labeling in Adult and Infant MR Brain Images

scientific article published on 7 June 2016

Confidence-Guided Sequential Label Fusion for Multi-atlas Based Segmentation ⬇️

scientific article published on 01 January 2011

Connectivity strength-weighted sparse group representation-based brain network construction for MCI classification

scientific article

Connectome-scale assessments of structural and functional connectivity in MCI.

scientific article published on 30 September 2013

Consciousness Level and Recovery Outcome Prediction Using High-Order Brain Functional Connectivity Network

Consistent 4D Brain Extraction of Serial Brain MR Images

scientific article

Consistent 4D cortical thickness measurement for longitudinal neuroimaging study

scientific article published on 01 January 2010

Consistent Multi-Atlas Hippocampus Segmentation for Longitudinal MR Brain Images with Temporal Sparse Representation

Consistent Spatial-Temporal Longitudinal Atlas Construction for Developing Infant Brains

scientific article published on 7 July 2016

Consistent estimation of cardiac motions by 4D image registration

scientific article published on 01 January 2005

Consistent reconstruction of cortical surfaces from longitudinal brain MR images

scientific article published on 15 November 2011

Consistent reconstruction of cortical surfaces from longitudinal brain MR images

scientific article published on 01 January 2011

Consistent sulcal parcellation of longitudinal cortical surfaces ⬇️

scientific article published on April 5, 2011

Constrained Sparse Functional Connectivity Networks for MCI Classification ⬇️

scientific article published on 01 January 2012

Constructing 4D infant cortical surface atlases based on dynamic developmental trajectories of the cortex

scientific article published on 01 January 2014

Constructing Multi-frequency High-Order Functional Connectivity Network for Diagnosis of Mild Cognitive Impairment

Construction of 4D high-definition cortical surface atlases of infants: Methods and applications

scientific article

Construction of 4D infant cortical surface atlases with sharp folding patterns via spherical patch-based group-wise sparse representation

scientific article published on 21 May 2019

Construction of Neonatal Diffusion Atlases via Spatio-Angular Consistency

Construction of multi-region-multi-reference atlases for neonatal brain MRI segmentation

scientific article published on 17 February 2010

Context-guided fully convolutional networks for joint craniomaxillofacial bone segmentation and landmark digitization

scientific article published on 23 November 2019

Conversion and time-to-conversion predictions of mild cognitive impairment using low-rank affinity pursuit denoising and matrix completion.

scientific article published on 31 January 2018

Coregistration of magnetic resonance and single photon emission computed tomography images for noninvasive localization of stem cells grafted in the infarcted rat myocardium

scientific article published on January 2007

Correction to "Scalable High-Performance Image Registration Framework by Unsupervised Deep Feature Representations Learning".

scientific article published in January 2017

Correction: Surface Vulnerability of Cerebral Cortex to Major Depressive Disorder

scientific article published on 29 June 2015

Corrections to "Deep Learning Based Multi-Modal Fusion for Fast MR Reconstruction"

scientific article published on 01 September 2020

Corrections to "Medical Image Synthesis With Deep Convolutional Adversarial Networks"

scientific article published on 01 September 2020

Correlation-Weighted Sparse Group Representation for Brain Network Construction in MCI Classification

scientific article published on 02 October 2016

Corrigendum to “Non-diffeomorphic registration of brain tumor images by simulating tissue loss and tumor growth” [NeuroImage 46 (2009) 762–774]

scholarly article published in NeuroImage

Cortical Structure and Cognition in Infants and Toddlers

scientific article published on 01 March 2020

Cortical Surface-Based Construction of Individual Structural Network with Application to Early Brain Development Study

scientific article published on 01 October 2015

Cortical asymmetries in unaffected siblings of patients with obsessive-compulsive disorder

scientific article published on 3 October 2015

Cortical enhanced tissue segmentation of neonatal brain MR images acquired by a dedicated phased array coil ⬇️

scientific article published on January 1, 2009

Cortical thickness and surface area in neonates at high risk for schizophrenia

scientific article published on 2 November 2014

Craniomaxillofacial Bony Structures Segmentation from MRI with Deep-Supervision Adversarial Learning

DICCCOL: Dense Individualized and Common Connectivity-Based Cortical Landmarks ⬇️

scientific article published on April 5, 2012

DIKA-Nets: Domain-Invariant Knowledge-guided Attention Networks for Brain Skull Stripping of Early Developing Macaques

scientific article published on 15 December 2020

DNA Copy Number Selection Using Robust Structured Sparsity-Inducing Norms

scientific article published on January 2014

DS-GCNs: Connectome Classification using Dynamic Spectral Graph Convolution Networks with Assistant Task Training

scientific article published on 20 October 2020

De-enhancing the dynamic contrast-enhanced breast MRI for robust registration

scientific article published on 01 January 2007

Deep Auto-context Convolutional Neural Networks for Standard-Dose PET Image Estimation from Low-Dose PET/MRI.

scientific article published on 29 June 2017

Deep Bayesian Hashing with Center Prior for Multi-modal Neuroimage Retrieval

scientific article published on 13 October 2020

Deep CNN ensembles and suggestive annotations for infant brain MRI segmentation

scientific article published on 15 November 2019

Deep Chronnectome Learning via Full Bidirectional Long Short-Term Memory Networks for MCI Diagnosis

scientific article published on 13 September 2018

Deep Granular Feature-Label Distribution Learning for Neuroimaging-based Infant Age Prediction

scientific article published on 10 October 2019

Deep Leaning Based Multi-Modal Fusion for Fast MR Reconstruction

scientific article published on 29 November 2018

Deep Learning Deformation Initialization for Rapid Groupwise Registration of Inhomogeneous Image Populations

scientific article published on 14 May 2019

Deep Learning based Inter-Modality Image Registration Supervised by Intra-Modality Similarity

scientific article published on 15 September 2018

Deep Learning for Fast and Spatially Constrained Tissue Quantification From Highly Accelerated Data in Magnetic Resonance Fingerprinting

scientific article published on 13 February 2019

Deep Learning for Fast and Spatially-Constrained Tissue Quantification from Highly-Undersampled Data in Magnetic Resonance Fingerprinting (MRF) ⬇️

scientific article published on 15 September 2018

Deep Learning in Medical Image Analysis

scientific article

Deep Learning of Imaging Phenotype and Genotype for Predicting Overall Survival Time of Glioblastoma Patients

scientific article published on 06 January 2020

Deep Learning of Static and Dynamic Brain Functional Networks for Early MCI Detection

scientific article published on 17 July 2019

Deep Multi-Scale Mesh Feature Learning for Automated Labeling of Raw Dental Surfaces from 3D Intraoral Scanners

scientific article published on 05 February 2020

Deep Multi-Task Multi-Channel Learning for Joint Classification and Regression of Brain Status

scientific article published on 04 September 2017

Deep convolutional neural networks for multi-modality isointense infant brain image segmentation

scientific article

Deep embedding convolutional neural network for synthesizing CT image from T1-Weighted MR image.

scientific article published on 30 March 2018

Deep ensemble learning of sparse regression models for brain disease diagnosis

scientific article

Deep feature descriptor based hierarchical dense matching for X-ray angiographic images

scientific article published on 22 April 2019

Deep learning based imaging data completion for improved brain disease diagnosis

scientific article published on 01 January 2014

Deep learning-based feature representation for AD/MCI classification

scientific article published on 01 January 2013

Deep sparse multi-task learning for feature selection in Alzheimer's disease diagnosis

scientific article

Deformable Image Registration Using a Cue-Aware Deep Regression Network

scientific article published on 04 April 2018

Deformable Image Registration based on Similarity-Steered CNN Regression

scientific article published on 04 September 2017

Deformable MR Prostate Segmentation via Deep Feature Learning and Sparse Patch Matching

scientific article published on 11 December 2015

Deformable Registration of Brain Tumor Images Via a Statistical Model of Tumor-Induced Deformation

article

Deformable registration of brain tumor images via a statistical model of tumor-induced deformation

scientific article published on 24 July 2006

Deformable registration of cortical structures via hybrid volumetric and surface warping

scientific article published in August 2004

Deformable segmentation of 3-D ultrasound prostate images using statistical texture matching method

scientific article published in March 2006

Deformable segmentation of 3D MR prostate images via distributed discriminative dictionary and ensemble learning

scientific article published on July 2014

Denoising Diffusion-Weighted Images Using Grouped Iterative Hard Thresholding of Multi-Channel Framelets

Denoising Magnetic Resonance Images Using Collaborative Non-Local Means

scientific article published on February 2016

Denoising of Diffusion MRI Data via Graph Framelet Matching in x-q Space

scientific article published on 08 May 2019

Designing single- and multiple-shell sampling schemes for diffusion MRI using spherical code

scientific article published on 01 January 2014

Designing weighted correlation kernels in convolutional neural networks for functional connectivity based brain disease diagnosis

scientific article published on 23 April 2020

Detail-preserving construction of neonatal brain atlases in space-frequency domain.

scientific article published on 14 March 2016

Detecting Anatomical Landmarks From Limited Medical Imaging Data Using Two-Stage Task-Oriented Deep Neural Networks

scientific article

Detecting Anatomical Landmarks for Fast Alzheimer's Disease Diagnosis

scientific article published on 20 June 2016

Detecting Cognitive States from fMRI Images by Machine Learning and Multivariate Classification

scholarly article

Detection of Arterial Calcification in Mammograms by Random Walks

Detection of arterial calcification in mammograms by random walks

scientific article published in January 2009

Detection of prodromal Alzheimer's disease via pattern classification of magnetic resonance imaging

scientific article published on 14 December 2006

Determining correspondence in 3-D MR brain images using attribute vectors as morphological signatures of voxels

scientific article published in October 2004

Developing Novel Weighted Correlation Kernels for Convolutional Neural Networks to Extract Hierarchical Functional Connectivities from fMRI for Disease Diagnosis

scientific article published on 15 September 2018

Development Trends of White Matter Connectivity in the First Years of Life ⬇️

scientific article published on September 23, 2011

Development of Dynamic Functional Architecture during Early Infancy

scientific article published on 12 June 2020

Development of cortical anatomical properties from early childhood to early adulthood ⬇️

scientific article published on March 21, 2013

Developmental Patterns Based Individualized Parcellation of Infant Cortical Surface

scientific article published on 04 September 2017

Developmental topography of cortical thickness during infancy

scientific article published on 22 July 2019

Diagnosis of Alzheimer's Disease Using View-Aligned Hypergraph Learning with Incomplete Multi-modality Data

scientific article published on 02 October 2016

Diagnosis of Autism Spectrum Disorder Using Central-Moment Features From Low- and High-Order Dynamic Resting-State Functional Connectivity Networks

scientific article published on 28 April 2020

Diagnosis of Autism Spectrum Disorders Using Multi-Level High-Order Functional Networks Derived From Resting-State Functional MRI.

scientific article

Diagnosis of Autism Spectrum Disorders Using Temporally Distinct Resting-State Functional Connectivity Networks

scientific article published on 29 January 2016

Diagnosis of Brain Abnormality Using both Structural and Functional MR Images

scholarly article published August 2006

Diagnosis of Coronavirus Disease 2019 (COVID-19) with Structured Latent Multi-View Representation Learning

scientific article published on 05 May 2020

Diagnosis of autism spectrum disorders using regional and interregional morphological features

scientific article

Diagnosis of brain abnormality using both structural and functional MR images.

scientific article

Difficulty-aware hierarchical convolutional neural networks for deformable registration of brain MR images

scientific article published on 30 September 2020

Diffusion Compartmentalization Using Response Function Groups with Cardinality Penalization

scientific article published on 01 October 2015

Diffusion tensor image registration using hybrid connectivity and tensor features

scientific article

Diffusion tensor image registration using tensor geometry and orientation features

scientific article published on 01 January 2008

Diffusion tensor image registration with combined tract and tensor features

scientific article published on 01 January 2011

Diffusion tensor imaging based network analysis detects alterations of neuroconnectivity in patients with clinically early relapsing‐remitting multiple sclerosis ⬇️

scientific article published on September 15, 2012

Dilated Dense U-Net for Infant Hippocampus Subfield Segmentation

article published in 2019

Directed graph based image registration

scientific article

Discovering Cortical Folding Patterns in Neonatal Cortical Surfaces Using Large-Scale Dataset

scientific article published on 02 October 2016

Discovering cortical sulcal folding patterns in neonates using large-scale dataset.

scientific article published on 26 April 2018

Discriminant analysis of longitudinal cortical thickness changes in Alzheimer's disease using dynamic and network features

scientific article

Discriminative multi-task feature selection for multi-modality classification of Alzheimer's disease

scientific article published on 27 August 2015

Discriminative self-representation sparse regression for neuroimaging-based alzheimer's disease diagnosis

scientific article published on 17 June 2017

Disease-Image-Specific Learning for Diagnosis-Oriented Neuroimage Synthesis With Incomplete Multi-Modality Data

scientific article published in 2022

Disentangled-Multimodal Adversarial Autoencoder: Application to Infant Age Prediction with Incomplete Multimodal Neuroimages

scientific article published on 03 August 2020

Disrupted brain functional network in internet addiction disorder: a resting-state functional magnetic resonance imaging study

scientific article

Disrupted cortical network as a vulnerability marker for obsessive–compulsive disorder ⬇️

scientific article published on September 1, 2014

Disrupted functional connectome in antisocial personality disorder

scientific article published on 19 August 2016

Does Manual Delineation only Provide the Side Information in CT Prostate Segmentation?

scientific article published on 04 September 2017

Domain Transfer Learning for MCI Conversion Prediction

scientific article published on 2 March 2015

Domain transfer learning for MCI conversion prediction

scientific article published on 01 January 2012

Domain-invariant interpretable fundus image quality assessment

scientific article published on 30 January 2020

Dual-Domain Cascaded Regression for Synthesizing 7T from 3T MRI

scientific article published on 26 September 2018

Dual-Layer Groupwise Registration for Consistent Labeling of Longitudinal Brain Images

scientific article published on 01 October 2016

Dual-Sampling Attention Network for Diagnosis of COVID-19 From Community Acquired Pneumonia

scientific article published on 01 August 2020

Dual-core steered non-rigid registration for multi-modal images via bi-directional image synthesis

scientific article published on 13 May 2017

Dual-domain convolutional neural networks for improving structural information in 3 T MRI

scientific article published on 05 June 2019

Dynamic Development of Regional Cortical Thickness and Surface Area in Early Childhood

scientific article published on 2 March 2014

Dynamic neural circuit disruptions associated with antisocial behaviors

scientific article published on 16 October 2020

ESTIMATION OF SHAPE AND GROWTH BRAIN NETWORK ATLASES FOR CONNECTOMIC BRAIN MAPPING IN DEVELOPING INFANTS

scientific article published on 01 April 2018

Early Diagnosis of Alzheimer's Disease by Joint Feature Selection and Classification on Temporally Structured Support Vector Machine

scientific article published on 02 October 2016

Early Diagnosis of Autism Disease by Multi-channel CNNs

scholarly article by Guannan Li et al published September 2018 in Lecture Notes in Computer Science

Early-Life Nutrition and Cognitive Development: Imaging Approaches

scientific article published on 13 March 2019

Effective feature learning and fusion of multimodality data using stage-wise deep neural network for dementia diagnosis

scientific article published on 01 November 2018

Efficient Groupwise Registration for Brain MRI by Fast Initialization

scientific article published on 07 September 2017

Efficient Groupwise Registration of MR Brain Images via Hierarchical Graph Set Shrinkage

scientific article published on 26 September 2018

Embarrassingly Parallel Acceleration of Global Tractography via Dynamic Domain Partitioning

scientific article published on 13 July 2016

Embryonic stem cell grafting in normal and infarcted myocardium: serial assessment with MR imaging and PET dual detection

scientific article

Enhancement of Perivascular Spaces Using Densely Connected Deep Convolutional Neural Network

scientific article published on 01 February 2019

Enhancement of Perivascular Spaces in 7 T MR Image using Haar Transform of Non-local Cubes and Block-matching Filtering

scientific article published on 17 August 2017

Enhancing the representation of functional connectivity networks by fusing multi-view information for autism spectrum disorder diagnosis

scientific article published on 25 October 2018

Enriched white matter connectivity networks for accurate identification of MCI patients

scientific article

Ensemble Hierarchical High-Order Functional Connectivity Networks for MCI Classification

scientific article published on 02 October 2016

Ensemble sparse classification of Alzheimer's disease

scientific article published on 14 January 2012

Environmental Influences on Infant Cortical Thickness and Surface Area.

scientific article published on 6 February 2018

Erratum to "Predicting Infant Cortical Surface Development Using a 4D Varifold-based Learning Framework and Local Topography-based Shape Morphing" [Med. Image Anal. 28 (2016)1-12].

scientific article published on 24 October 2016

Estimating CT Image From MRI Data Using Structured Random Forest and Auto-Context Model

scientific article

Estimating CT Image from MRI Data Using 3D Fully Convolutional Networks

scientific article published on 27 September 2016

Estimating Functional Connectivity Networks via Low-rank Tensor Approximation with Applications to MCI Identification

scientific article published on 31 October 2019

Estimating Myocardial Motion by 4D Image Warping

scientific article

Estimating Reference Bony Shape Model for Personalized Surgical Reconstruction of Posttraumatic Facial Defects

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Estimating Reference Shape Model for Personalized Surgical Reconstruction of Craniomaxillofacial Defects

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Estimating anatomically-correct reference model for craniomaxillofacial deformity via sparse representation

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Evaluation of PET/MRI for Tumor Volume Delineation for Head and Neck Cancer

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F-TIMER: fast tensor image morphing for elastic registration

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FCN Based Label Correction for Multi-Atlas Guided Organ Segmentation

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FETAL CORTICAL PARCELLATION BASED ON GROWTH PATTERNS.

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FRNET: FLATTENED RESIDUAL NETWORK FOR INFANT MRI SKULL STRIPPING

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Fast Image Registration by Hierarchical Soft Correspondence Detection

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Feature Learning and Fusion of Multimodality Neuroimaging and Genetic Data for Multi-status Dementia Diagnosis

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Feature Selection Based on Iterative Canonical Correlation Analysis for Automatic Diagnosis of Parkinson's Disease

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Feature fusion via hierarchical supervised local CCA for diagnosis of autism spectrum disorder

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Fiber modeling and clustering based on neuroanatomical features

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Fiber-driven resolution enhancement of diffusion-weighted images

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Flexible Locally Weighted Penalized Regression With Applications on Prediction of Alzheimer's Disease Neuroimaging Initiative's Clinical Scores

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Foreground Fisher Vector: Encoding Class-Relevant Foreground to Improve Image Classification

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Fully automated esophagus segmentation with a hierarchical deep learning approach

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Fully automatic segmentation of paraspinal muscles from 3D torso CT images via multi-scale iterative random forest classifications

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Functional Brain Network Estimation With Time Series Self-Scrubbing

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Functional Connectivity Network Fusion with Dynamic Thresholding for MCI Diagnosis

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Functional MRI registration with tissue-specific patch-based functional correlation tensors

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Fusion of High-Order and Low-Order Effective Connectivity Networks for MCI Classification

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Fusion of ULS Group Constrained High- and Low-Order Sparse Functional Connectivity Networks for MCI Classification

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GROUPWISE REGISTRATION OF BREAST DCE-MR IMAGES FOR ACCURATE TUMOR MEASUREMENT

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Gaussianization of Diffusion MRI Data Using Spatially Adaptive Filtering

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Genetic influences on neonatal cortical thickness and surface area

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Genotype-phenotype association study via new multi-task learning model

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Graph-Constrained Sparse Construction of Longitudinal Diffusion-Weighted Infant Atlases

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Graph-guided joint prediction of class label and clinical scores for the Alzheimer's disease

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Group Sparsity Constrained Automatic Brain Label Propagation

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Group sparse reduced rank regression for neuroimaging genetic study

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Group-constrained sparse fMRI connectivity modeling for mild cognitive impairment identification

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Groupwise registration by hierarchical anatomical correspondence detection

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Hierarchical Anatomical Brain Networks for MCI Prediction: Revisiting Volumetric Measures ⬇️

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Hierarchical Attribute-Guided Symmetric Diffeomorphic Registration for MR Brain Images ⬇️

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Hierarchical Fully Convolutional Network for Joint Atrophy Localization and Alzheimer's Disease Diagnosis Using Structural MRI

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Hierarchical High-Order Functional Connectivity Networks and Selective Feature Fusion for MCI Classification

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Hierarchical Multi-modal Image Registration by Learning Common Feature Representations

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Hierarchical Nonlocal Residual Networks for Image Quality Assessment of Pediatric Diffusion MRI with Limited and Noisy Annotations

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Hierarchical Reconstruction of 7T-like Images from 3T MRI Using Multi-level CCA and Group Sparsity

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Hierarchical Rough-to-Fine Model for Infant Age Prediction Based on Cortical Features

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Hierarchical Vertex Regression-Based Segmentation of Head and Neck CT Images for Radiotherapy Planning

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Hierarchical active shape models, using the wavelet transform

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Hierarchical lung field segmentation with joint shape and appearance sparse learning

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Hierarchical shape statistical model for segmentation of lung fields in chest radiographs

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Hierarchical unbiased graph shrinkage (HUGS): a novel groupwise registration for large data set.

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High-Resolution Breast MRI Reconstruction Using a Deep Convolutional Generative Adversarial Network

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High-Resolution Encoder-Decoder Networks for Low-Contrast Medical Image Segmentation

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High-order graph matching based feature selection for Alzheimer's disease identification

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High-resolution 3D MR Fingerprinting using parallel imaging and deep learning

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Hippocampus Radiomic Biomarkers for the Diagnosis of Amnestic Mild Cognitive Impairment: A Machine Learning Method

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Hybrid High-order Functional Connectivity Networks Using Resting-state Functional MRI for Mild Cognitive Impairment Diagnosis

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Hyper-connectivity of functional networks for brain disease diagnosis

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Hypercortisolism in alcohol dependence and its relation to hippocampal volume loss

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Hypergraph learning for identification of COVID-19 with CT imaging

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IDRiD: Diabetic Retinopathy - Segmentation and Grading Challenge

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INFERRING FUNCTIONAL NETWORK-BASED SIGNATURES VIA STRUCTURALLY-WEIGHTED LASSO MODEL.

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INTER-GROUP IMAGE REGISTRATION BY HIERARCHICAL GRAPH SHRINKAGE.

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Identification of Infants at Risk for Autism Using Multi-parameter Hierarchical White Matter Connectomes

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Identification of progressive mild cognitive impairment patients using incomplete longitudinal MRI scans

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Identifying Autism Spectrum Disorder With Multi-Site fMRI via Low-Rank Domain Adaptation

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Identifying High Order Brain Connectome Biomarkers via Learning on Hypergraph

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Identifying informative imaging biomarkers via tree structured sparse learning for AD diagnosis

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Image Super-Resolution by Supervised Adaption of Patchwise Self-similarity from High-Resolution Image

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Image mosaicking using SURF features of line segments

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Improved image registration by sparse patch-based deformation estimation

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Improving Estimation of Fiber Orientations in Diffusion MRI Using Inter-Subject Information Sharing

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Improving Functional MRI Registration Using Whole-Brain Functional Correlation Tensors

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Improving Sparsity and Modularity of High-Order Functional Connectivity Networks for MCI and ASD Identification

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Improving image‐guided radiation therapy of lung cancer by reconstructing 4D‐CT from a single free‐breathing 3D‐CT on the treatment day ⬇️

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Improving parenchyma segmentation by simultaneous estimation of tissue property T1 map and group-wise registration of inversion recovery MR breast images

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In vivo MRI based prostate cancer localization with random forests and auto-context model

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Incremental learning with selective memory (ILSM): towards fast prostate localization for image guided radiotherapy

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Incremental learning with selective memory (ILSM): towards fast prostate localization for image guided radiotherapy

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Individual identification and individual variability analysis based on cortical folding features in developing infant singletons and twins

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Infant Brain Atlases from Neonates to 1- and 2-Year-Olds ⬇️

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Infant Brain Development Prediction with Latent Partial Multi-View Representation Learning

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Inferring Group-Wise Consistent Multimodal Brain Networks via Multi-View Spectral Clustering ⬇️

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Inherent Structure-Based Multiview Learning With Multitemplate Feature Representation for Alzheimer's Disease Diagnosis

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Inherent Structure-Guided Multi-view Learning for Alzheimer's Disease and Mild Cognitive Impairment Classification

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Initial experience in hybrid PET-MRI for evaluation of refractory focal onset epilepsy

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Initialising Groupwise Non-rigid Registration Using Multiple Parts+Geometry Models ⬇️

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Integration of network topological and connectivity properties for neuroimaging classification

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Integration of sparse multi-modality representation and anatomical constraint for isointense infant brain MR image segmentation

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Integration of sparse multi-modality representation and geometrical constraint for isointense infant brain segmentation

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Integrative analysis of multi-dimensional imaging genomics data for Alzheimer's disease prediction

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Inter-Network High-Order Functional Connectivity (IN-HOFC) and its Alteration in Patients with Mild Cognitive Impairment

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Inter-modality relationship constrained multi-modality multi-task feature selection for Alzheimer's Disease and mild cognitive impairment identification

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Inter-modality relationship constrained multi-task feature selection for AD/MCI classification

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Inter-subject Similarity Guided Brain Network Modeling for MCI Diagnosis

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Interactive prostate segmentation using atlas-guided semi-supervised learning and adaptive feature selection

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Interleaved 3D-CNNs for joint segmentation of small-volume structures in head and neck CT images

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Intermediate templates guided groupwise registration of diffusion tensor images ⬇️

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Intrinsic Patch-Based Cortical Anatomical Parcellation Using Graph Convolutional Neural Network on Surface Manifold

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Isointense Infant Brain Segmentation by Stacked Kernel Canonical Correlation Analysis

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Iterative Label Denoising Network: Segmenting Male Pelvic Organs in CT from 3D Bounding Box Annotations

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Iterative Subspace Screening for Rapid Sparse Estimation of Brain Tissue Microstructural Properties

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Iterative multi-atlas-based multi-image segmentation with tree-based registration ⬇️

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Joint 6D k-q Space Compressed Sensing for Accelerated High Angular Resolution Diffusion MRI.

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Joint Classification and Regression via Deep Multi-Task Multi-Channel Learning for Alzheimer's Disease Diagnosis

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Joint Coupled-Feature Representation and Coupled Boosting for AD Diagnosis

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Joint Craniomaxillofacial Bone Segmentation and Landmark Digitization by Context-Guided Fully Convolutional Networks

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Joint Diagnosis and Conversion Time Prediction of Progressive Mild Cognitive Impairment (pMCI) Using Low-Rank Subspace Clustering and Matrix Completion

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Joint Discriminative and Representative Feature Selection for Alzheimer's Disease Diagnosis

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Joint Labeling Of Multiple Regions of Interest (Rois) By Enhanced Auto Context Models

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Joint Reconstruction and Segmentation of 7T-like MR Images from 3T MRI Based on Cascaded Convolutional Neural Networks

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Joint Segmentation of Multiple Thoracic Organs in CT Images with Two Collaborative Deep Architectures

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Joint Sparse and Low-Rank Regularized MultiTask Multi-Linear Regression for Prediction of Infant Brain Development with Incomplete Data

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Joint feature-sample selection and robust diagnosis of Parkinson's disease from MRI data

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Joint learning of appearance and transformation for predicting brain MR image registration

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Joint prediction and time estimation of COVID-19 developing severe symptoms using chest CT scan

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Joint prediction of longitudinal development of cortical surfaces and white matter fibers from neonatal MRI.

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Joint representation of consistent structural and functional profiles for identification of common cortical landmarks

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KERNEL-BASED MULTI-TASK JOINT SPARSE CLASSIFICATION FOR ALZHEIMER'S DISEASE.

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Kernel-based Joint Feature Selection and Max-Margin Classification for Early Diagnosis of Parkinson's Disease

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Knowledge-guided robust MRI brain extraction for diverse large-scale neuroimaging studies on humans and non-human primates

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LABEL: pediatric brain extraction using learning-based meta-algorithm

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LATEST: Local AdapTivE and Sequential Training for Tissue Segmentation of Isointense Infant Brain MR Images

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LINKS: learning-based multi-source IntegratioN frameworK for Segmentation of infant brain images

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LONGITUDINAL MULTI-SCALE MAPPING OF INFANT CORTICAL FOLDING USING SPHERICAL WAVELETS.

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LRTV: MR Image Super-Resolution With Low-Rank and Total Variation Regularizations

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Label-aligned multi-task feature learning for multimodal classification of Alzheimer's disease and mild cognitive impairment

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Landmark-Based Alzheimer's Disease Diagnosis Using Longitudinal Structural MR Images

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Landmark-based deep multi-instance learning for brain disease diagnosis.

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Large deformation diffeomorphic registration of diffusion-weighted images

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Large deformation diffeomorphic registration of diffusion-weighted images with explicit orientation optimization

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Large deformation diffeomorphic registration of diffusion-weighted imaging data

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Large deformation image classification using generalized locality-constrained linear coding

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Large-scale dynamic causal modeling of major depressive disorder based on resting-state functional magnetic resonance imaging

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Late Fusion Incomplete Multi-view Clustering

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Latent Representation Learning for Alzheimer's Disease Diagnosis With Incomplete Multi-Modality Neuroimaging and Genetic Data

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Latent feature representation with stacked auto-encoder for AD/MCI diagnosis

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Learning Brain Functional Networks With Latent Temporal Dependency for MCI Identification

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Learning Discriminative Bayesian Networks from High-Dimensional Continuous Neuroimaging Data

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Learning Distance Transform for Boundary Detection and Deformable Segmentation in CT Prostate Images

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Learning Image Context for Segmentation of Prostate in CT-Guided Radiotherapy ⬇️

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Learning Pairwise-Similarity Guided Sparse Functional Connectivity Network for MCI Classification

Learning Statistical Correlation of Prostate Deformations for Fast Registration

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Learning best features and deformation statistics for hierarchical registration of MR brain images

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Learning best features for deformable registration of MR brains

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Learning image context for segmentation of the prostate in CT-guided radiotherapy ⬇️

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Learning non-linear patch embeddings with neural networks for label fusion.

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Learning statistical correlation for fast prostate registration in image‐guided radiotherapy ⬇️

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Learning to rank atlases for multiple-atlas segmentation

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Learning-Based 3T Brain MRI Segmentation with Guidance from 7T MRI Labeling

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Learning-Based Atlas Selection for Multiple-Atlas Segmentation

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Learning-Based Computer-Aided Prescription System for Parkinson's Disease Patients: A Data-Driven Perspective

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Learning-Based Estimation of Functional Correlation Tensors in White Matter for Early Diagnosis of Mild Cognitive Impairment

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Learning-Based Multimodal Image Registration for Prostate Cancer Radiation Therapy

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Learning-Based Topological Correction for Infant Cortical Surfaces

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Learning-based 3T brain MRI segmentation with guidance from 7T MRI labeling

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Learning-based Deformation Estimation for Fast Non-rigid Registration

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Leveraging Coupled Interaction for Multimodal Alzheimer's Disease Diagnosis

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Local Diffusion Homogeneity Provides Supplementary Information in T2DM-Related WM Microstructural Abnormality Detection

Locality Adaptive Multi-modality GANs for High-Quality PET Image Synthesis

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Locally-constrained boundary regression for segmentation of prostate and rectum in the planning CT images

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Longitudinal Guided Super-Resolution Reconstruction of Neonatal Brain MR Images

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Longitudinal Prediction of Infant Diffusion MRI Data via Graph Convolutional Adversarial Networks

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Longitudinal Tractography with Application to Neuronal Fiber Trajectory Reconstruction in Neonates ⬇️

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Longitudinal clinical score prediction in Alzheimer's disease with soft-split sparse regression based random forest

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Longitudinal development of cortical thickness, folding, and fiber density networks in the first 2 years of life.

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Longitudinally guided level sets for consistent tissue segmentation of neonates

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Low-Rank Graph-Regularized Structured Sparse Regression for Identifying Genetic Biomarkers.

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Low-Rank Representation for Multi-center Autism Spectrum Disorder Identification

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Low-rank total variation for image super-resolution

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Lung volume reduction and infection localization revealed in big data CT imaging of COVID-19

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MCI Identification by Joint Learning on Multiple MRI Data

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MR PROSTATE SEGMENTATION VIA DISTRIBUTED DISCRIMINATIVE DICTIONARY (DDD) LEARNING.

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MRI-based intelligence quotient (IQ) estimation with sparse learning

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MRI-based prostate cancer detection with high-level representation and hierarchical classification

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MRI-based prostate volume-adjusted prostate-specific antigen in the diagnosis of prostate cancer.

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Machine Learning and Data Mining in Medical Imaging.

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Machine learning in medical imaging

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Machine learning in orthodontics: Introducing a 3D auto-segmentation and auto-landmark finder of CBCT images to assess maxillary constriction in unilateral impacted canine patients

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Mapping longitudinal development of local cortical gyrification in infants from birth to 2 years of age

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Matrix-Similarity Based Loss Function and Feature Selection for Alzheimer's Disease Diagnosis

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Measuring Spectral Inconsistency of Multispectral Images for Detection and Segmentation of Retinal Degenerative Changes

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Modeling Rett Syndrome Using TALEN-Edited MECP2 Mutant Cynomolgus Monkeys

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More insights into early brain development through statistical analyses of eigen-structural elements of diffusion tensor imaging using multivariate adaptive regression splines ⬇️

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Morphology of Perivascular Spaces and Enclosed Blood Vessels in Young to Middle-Aged Healthy Adults at 7T: Dependences on Age, Brain Region, and Breathing Gas

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Multi-Atlas Based Segmentation of Brainstem Nuclei from MR Images by Deep Hyper-Graph Learning

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Multi-Atlas and Multi-Modal Hippocampus Segmentation for Infant MR Brain Images by Propagating Anatomical Labels on Hypergraph

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Multi-Channel 3D Deep Feature Learning for Survival Time Prediction of Brain Tumor Patients Using Multi-Modal Neuroimages

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Multi-Domain Transfer Learning for Early Diagnosis of Alzheimer's Disease

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Multi-Layer Multi-View Classification for Alzheimer's Disease Diagnosis

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Multi-Task Weakly-Supervised Attention Network for Dementia Status Estimation With Structural MRI

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Multi-Tissue Decomposition of Diffusion MRI Signals via L0 Sparse-Group Estimation

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Multi-label Inductive Matrix Completion for Joint MGMT and IDH1 Status Prediction for Glioma Patients

Multi-level Canonical Correlation Analysis for Standard-dose PET Image Estimation.

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Multi-source Information Gain for Random Forest: An Application to CT Image Prediction from MRI Data

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Multi-task Learning for Neonatal Brain Segmentation Using 3D Dense-Unet with Dense Attention Guided by Geodesic Distance

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Multi-task diagnosis for autism spectrum disorders using multi-modality features: A multi-center study

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Multi-task exclusive relationship learning for alzheimer's disease progression prediction with longitudinal data

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Multi-task feature selection via supervised canonical graph matching for diagnosis of autism spectrum disorder

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Multi-task linear programming discriminant analysis for the identification of progressive MCI individuals

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Multi-task prediction of infant cognitive scores from longitudinal incomplete neuroimaging data

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Multi-view Classification for Identification of Alzheimer's Disease

scientific article published on 02 October 2015

Multi-view Spatial Aggregation Framework for Joint Localization and Segmentation of Organs at risk in Head and Neck CT Images

scientific article published on 24 February 2020

Multiatlas-Based Segmentation Editing With Interaction-Guided Patch Selection and Label Fusion

scientific article published on 15 October 2015

Multidirectional and Topography-based Dynamic-scale Varifold Representations with Application to Matching Developing Cortical Surfaces.

scientific article published on 29 April 2016

Multifold Acceleration of Diffusion MRI via Deep Learning Reconstruction from Slice-Undersampled Data

scientific article published on 22 May 2019

Multilevel Deficiency of White Matter Connectivity Networks in Alzheimer's Disease: A Diffusion MRI Study with DTI and HARDI Models

scientific article published on 13 January 2016

Multimodal Hyper-connectivity Networks for MCI Classification

scientific article published on 04 September 2017

Multimodal classification of Alzheimer's disease and mild cognitive impairment

scientific article

Multimodal hyper-connectivity of functional networks using functionally-weighted LASSO for MCI classification

scientific article published on 13 November 2018

Multimodal manifold-regularized transfer learning for MCI conversion prediction

scientific article

Multiple Cortical Surface Correspondence Using Pairwise Shape Similarity ⬇️

scientific article published on 01 January 2010

Multiple Kernel k-Means with Incomplete Kernels

scientific article published on 14 January 2019

Multiple-network classification of childhood autism using functional connectivity dynamics

scientific article published on 01 January 2014

Multiscale Adaptive Regression Models for Neuroimaging Data ⬇️

scientific article published on September 1, 2011

Multiscale adaptive generalized estimating equations for longitudinal neuroimaging data

scientific article published on 26 January 2013

Multivariate examination of brain abnormality using both structural and functional MRI.

scientific article

Multivariate longitudinal shape analysis of human lateral ventricles during the first twenty-four months of life

scientific article

Multiview Feature Learning With Multiatlas-Based Functional Connectivity Networks for MCI Diagnosis

scientific article published on 11 December 2020

NEONATAL BRAIN MRI SEGMENTATION BY BUILDING MULTI-REGION-MULTI-REFERENCE ATLASES.

scientific article published on April 2010

Neighborhood Matching for Curved Domains with Application to Denoising in Diffusion MRI

Neonatal atlas construction using sparse representation.

scientific article

Neonatal brain image segmentation in longitudinal MRI studies

scientific article

Neurodegenerative disease diagnosis using incomplete multi-modality data via matrix shrinkage and completion

scientific article

Neuroimage-Based Consciousness Evaluation of Patients with Secondary Doubtful Hydrocephalus Before and After Lumbar Drainage

scientific article published on 01 July 2020

New Multi-task Learning Model to Predict Alzheimer's Disease Cognitive Assessment

scientific article published on 02 October 2016

Noise reduction in diffusion MRI using non-local self-similar information in joint x-q space

Non-Negative Spherical Deconvolution (NNSD) for estimation of fiber Orientation Distribution Function in single-/multi-shell diffusion MRI.

scientific article published on 7 August 2014

Non-diffeomorphic registration of brain tumor images by simulating tissue loss and tumor growth

scientific article published on July 2009

Non-local Atlas-guided Multi-channel Forest Learning for Human Brain Labeling

scientific article published on 01 October 2015

Non-local Means Resolution Enhancement of Lung 4D-CT Data ⬇️

scientific article published on 01 January 2012

Non-rigid Brain MRI Registration Using Two-stage Deep Perceptive Networks

scholarly article by Xiaohuan Cao et al published June 2018 in Proceedings of the International Society for Magnetic Resonance in Medicine ... International Society for Magnetic Resonance in Medicine.

Non-rigid registration between histological and MR images of the prostate: A joint segmentation and registration framework

article published in 2009

Nonlocal atlas-guided multi-channel forest learning for human brain labeling

scientific article published on February 2016

Novel Effective Connectivity Network Inference for MCI Identification

scientific article published on 07 September 2017

Novel Single and Multiple Shell Uniform Sampling Schemes for Diffusion MRI Using Spherical Codes

scientific article published on 01 October 2015

O10.3. EARLY BRAIN AND COGNITIVE DEVELOPMENT IN CHILDREN AT RISK FOR SCHIZOPHRENIA.

scientific article

ORBIT: a multiresolution framework for deformable registration of brain tumor images

scientific article

One-Shot Generative Adversarial Learning for MRI Segmentation of Craniomaxillofacial Bony Structures

scientific article published on 14 August 2019

Online updating of context-aware landmark detectors for prostate localization in daily treatment CT images

scientific article published on May 2015

Optimized prostate biopsy via a statistical atlas of cancer spatial distribution

scientific article published on June 2004

Outcome Prediction for Patient with High-Grade Gliomas from Brain Functional and Structural Networks

scientific article published on 02 October 2016

Overall survival time prediction for high-grade glioma patients based on large-scale brain functional networks

scientific article published on 01 October 2019

Parallel optimization of tumor model parameters for fast registration of brain tumor images

Parcellation of Infant Surface Atlas Using Developmental Trajectories of Multidimensional Cortical Attributes

scientific article published on 01 October 2015

Pelvic Organ Segmentation Using Distinctive Curve Guided Fully Convolutional Networks

scientific article published on 13 August 2018

Pelvic Organ Segmentation Using Distinctive Curve Guided Fully Convolutional Networks

scientific article published on 30 August 2018

Pelvic Organ Segmentation with Sample Attention based Stochastic Connection Networks

scientific article published on 01 June 2018

Polyp detection during colonoscopy using a regression-based convolutional neural network with a tracker

scientific article published on 30 May 2018

PopTract: Population-Based Tractography ⬇️

scientific article published on May 12, 2011

Predict brain MR image registration via sparse learning of appearance and transformation

scientific article

Predicting Alzheimer's Disease Cognitive Assessment via Robust Low-Rank Structured Sparse Model.

scientific article

Predicting Future Clinical Changes of MCI Patients Using Longitudinal and Multimodal Biomarkers ⬇️

scientific article published on March 22, 2012

Predicting infant cortical surface development using a 4D varifold-based learning framework and local topography-based shape morphing.

scientific article

Predicting standard-dose PET image from low-dose PET and multimodal MR images using mapping-based sparse representation

scientific article published on 6 January 2016

Prediction of 7-year's conversion from subjective cognitive decline to mild cognitive impairment

scientific article published on 08 October 2020

Prediction of Alzheimer's disease and mild cognitive impairment using cortical morphological patterns ⬇️

scientific article published on August 28, 2012

Prediction of Infant MRI Appearance and Anatomical Structure Evolution using Sparse Patch-based Metamorphosis Learning Framework

scientific article published on 01 October 2015

Prediction of Longitudinal Development of Infant Cortical Surface Shape Using a 4D Current-Based Learning Framework

scientific article published on January 2015

Prediction of Memory Impairment with MRI Data: A Longitudinal Study of Alzheimer's Disease

scientific article published on 02 October 2016

Prediction of standard-dose brain PET image by using MRI and low-dose brain [18F]FDG PET images

scientific article

Predictive models of resting state networks for assessment of altered functional connectivity in MCI

scientific article published on 01 January 2013

Predictive models of resting state networks for assessment of altered functional connectivity in mild cognitive impairment

scientific article

Preface

Probabilistic Air Segmentation and Sparse Regression Estimated Pseudo CT for PET/MR Attenuation Correction

scientific article

Probing Tissue Microarchitecture of the Baby Brain via Spherical Mean Spectrum Imaging

scientific article published on 09 June 2020

Progressive Graph-Based Transductive Learning for Multi-modal Classification of Brain Disorder Disease

scientific article published on 02 October 2016

Progressive Label Fusion Framework for Multi-atlas Segmentation by Dictionary Evolution

scientific article published on 01 October 2015

Progressive multi-atlas label fusion by dictionary evolution

scientific article published on 24 November 2016

Prostate Segmentation by Sparse Representation Based Classification ⬇️

scientific article published on 01 January 2012

Prostate Segmentation in CT Images via Spatial-Constrained Transductive Lasso

scientific article published on January 2013

Prostate deformation from inflatable rectal probe cover and dosimetric effects in prostate seed implant brachytherapy.

scientific article

Prostate segmentation by sparse representation based classification

scientific article

Prostate volumes derived from MRI and volume-adjusted serum prostate-specific antigen: correlation with Gleason score of prostate cancer

scientific article published on November 2013

Puberty-related influences on brain development

scientific article published on 9 June 2006

Quantification of relaxation times in MR Fingerprinting using deep learning.

scientific article

RABBIT: rapid alignment of brains by building intermediate templates

scientific article published on 10 March 2009

RCA-U-Net: Residual Channel Attention U-Net for Fast Tissue Quantification in Magnetic Resonance Fingerprinting

scientific article published on 10 October 2019

Radiation-induced brain structural and functional abnormalities in presymptomatic phase and outcome prediction.

scientific article published on 23 October 2017

Real-Time Quality Assessment of Pediatric MRI via Semi-Supervised Deep Nonlocal Residual Neural Networks

scientific article published on 08 May 2020

Reconstructing High-Quality Diffusion MRI Data from Orthogonal Slice-Undersampled Data Using Graph Convolutional Neural Networks

scientific article published on 10 October 2019

Reconstruction in deep learning of highly under-sampled T2-weighted image with T1-weighted image.

scientific article published in June 2018

Reconstruction of 4D-CT from a single free-breathing 3D-CT by spatial-temporal image registration

scientific article published on January 2011

Reconstruction of 7T-Like Images From 3T MRI

scientific article published on April 2016

Reconstruction of Fiber Trajectories via Population-Based Estimation of Local Orientations ⬇️

scientific article published on 01 January 2011

Reduced White Matter Integrity in Antisocial Personality Disorder: A Diffusion Tensor Imaging Study

scientific article published on 22 February 2017

Reduced cortical thickness and increased surface area in antisocial personality disorder

scientific article published on 3 September 2016

Region-adaptive Deformable Registration of CT/MRI Pelvic Images via Learning-based Image Synthesis

scientific article published on 30 March 2018

Registering histologic and MR images of prostate for image-based cancer detection

scientific article

Registering histological and MR images of prostate for image-based cancer detection

scientific article published on 01 January 2006

Registration of longitudinal brain image sequences with implicit template and spatial–temporal heuristics ⬇️

scientific article published on July 23, 2011

Registration of longitudinal image sequences with implicit template and spatial-temporal heuristics

scientific article published on 01 January 2010

Registration-Free Infant Cortical Surface Parcellation using Deep Convolutional Neural Networks

scientific article published on 13 September 2018

Regression Convolutional Neural Network for Automated Pediatric Bone Age Assessment from Hand Radiograph

scientific article published on 19 October 2018

Regression Guided Deformable Models for Segmentation of Multiple Brain ROIs

scientific article published on 01 October 2016

Regularized Modal Regression with Applications in Cognitive Impairment Prediction

scientific article published in December 2017

Regularized Modal Regression with Applications in Cognitive Impairment Prediction ⬇️

scientific article published in January 2017

Regularized spherical polar fourier diffusion MRI with optimal dictionary learning

scientific article published on 01 January 2013

Relationship Induced Multi-Template Learning for Diagnosis of Alzheimer's Disease and Mild Cognitive Impairment

scientific article published on 5 January 2016

Remodeling Pearson's Correlation for Functional Brain Network Estimation and Autism Spectrum Disorder Identification

scientific article published on 31 August 2017

Representation learning: a unified deep learning framework for automatic prostate MR segmentation

scientific article published on 01 January 2013

Resolution Enhancement of Diffusion-Weighted Images by Local Fiber Profiling ⬇️

scientific article published on 01 January 2012

Resolution enhancement of lung 4D-CT via group-sparsity

scientific article published on December 2013

Resolution enhancement of lung 4D‐CT data using multiscale interphase iterative nonlocal means ⬇️

scientific article published on May 1, 2013

Resting-state functional MRI studies on infant brains: A decade of gap-filling efforts

scientific article published on 07 July 2018

Resting-state multi-spectrum functional connectivity networks for identification of MCI patients

scientific article

Reveal Consistent Spatial-Temporal Patterns from Dynamic Functional Connectivity for Autism Spectrum Disorder Identification

scientific article published on 02 October 2016

Revealing Developmental Regionalization of Infant Cerebral Cortex Based on Multiple Cortical Properties

scientific article published on 10 October 2019

Revealing Regional Associations of Cortical Folding Alterations with In Utero Ventricular Dilation Using Joint Spectral Embedding

scientific article published on 13 September 2018

Review of Artificial Intelligence Techniques in Imaging Data Acquisition, Segmentation and Diagnosis for COVID-19

scientific article published on 16 April 2020

Robust Brain Registration Using Adaptive Probabilistic Atlas

scientific article published on 01 January 2008

Robust Construction of Diffusion MRI Atlases with Correction for Inter-Subject Fiber Dispersion

scientific article published on 01 October 2016

Robust Deformable-Surface-Based Skull-Stripping for Large-Scale Studies ⬇️

scientific article published on 01 January 2011

Robust Feature-Sample Linear Discriminant Analysis for Brain Disorders Diagnosis ⬇️

Robust Fusion of Diffusion MRI Data for Template Construction

scientific article published on 11 October 2017

Robust anatomical correspondence detection by hierarchical sparse graph matching

scientific article published on 10 October 2012

Robust anatomical landmark detection for MR brain image registration

scientific article published on 01 January 2014

Robust anatomical landmark detection with application to MR brain image registration

scientific article published on 25 September 2015

Robust brain ROI segmentation by deformation regression and deformable shape model

scientific article

Robust computation of mutual information using spatially adaptive meshes

scientific article published on 01 January 2007

Robust multi-atlas label propagation by deep sparse representation

scientific article published on 21 September 2016

Robust multi-label transfer feature learning for early diagnosis of Alzheimer's disease

scientific article published on 01 February 2019

SEGMENTING CT PROSTATE IMAGES USING POPULATION AND PATIENT-SPECIFIC STATISTICS FOR RADIOTHERAPY

scientific article

SEMI-SUPERVISED LEARNING FOR PELVIC MR IMAGE SEGMENTATION BASED ON MULTI-TASK RESIDUAL FULLY CONVOLUTIONAL NETWORKS

scholarly article by Zishun Feng et al published April 2018 in Proceedings / IEEE International Symposium on Biomedical Imaging: from nano to macro

SIMULTANEOUS ESTIMATION AND SEGMENTATION OF T1 MAP FOR BREAST PARENCHYMA MEASUREMENT

SLIR: Synthesis, localization, inpainting, and registration for image-guided thermal ablation of liver tumors

scientific article published on 25 June 2020

SPHERE: SPherical Harmonic Elastic REgistration of HARDI data

scientific article

SPHERICAL U-NET FOR INFANT CORTICAL SURFACE PARCELLATION

scientific article published on 01 April 2019

STEP: spatiotemporal enhancement pattern for MR-based breast tumor diagnosis

scientific article

STRAINet: Spatially Varying sTochastic Residual AdversarIal Networks for MRI Pelvic Organ Segmentation

article

Sampling the spatial patterns of cancer: optimized biopsy procedures for estimating prostate cancer volume and Gleason Score

scientific article published on 23 May 2009

Scalable High-Performance Image Registration Framework by Unsupervised Deep Feature Representations Learning

scientific article published on 2 November 2015

Scalable Joint Segmentation and Registration Framework for Infant Brain Images

scientific article published on 16 November 2016

Segmentation and Classification in Digital Pathology for Glioma Research: Challenges and Deep Learning Approaches

scientific article published on 21 February 2020

Segmentation and classification of breast tumor using dynamic contrast-enhanced MR images

scientific article published on 01 January 2007

Segmentation of Craniomaxillofacial Bony Structures from MRI with a 3D Deep-Learning Based Cascade Framework

scientific article published on 07 September 2017

Segmentation of Infant Hippocampus Using Common Feature Representations Learned for Multimodal Longitudinal Data

scientific article published on 01 October 2015

Segmentation of Perivascular Spaces Using Vascular Features and Structured Random Forest from 7T MR Image

scientific article published on 01 October 2016

Segmentation of neonatal brain MR images using patch-driven level sets

scientific article

Segmentation of perivascular spaces in 7T MR image using auto-context model with orientation-normalized features

scientific article published on April 2016

Segmentation of prostate boundaries from ultrasound images using statistical shape model

scientific article

Segmenting CT prostate images using population and patient‐specific statistics for radiotherapy ⬇️

scientific article published on August 1, 2010

Segmenting hippocampal subfields from 3T MRI with multi-modality images

scientific article

Segmenting lung fields in serial chest radiographs using both population and patient-specific shape statistics

scientific article published on 01 January 2006

Semi-Supervised Deep Transfer Learning for Benign-Malignant Diagnosis of Pulmonary Nodules in Chest CT Images

scientific article published on 27 October 2021

Semi-Supervised Discriminative Classification Robust to Sample-Outliers and Feature-Noises

scientific article published on 17 January 2018

Semi-Supervised Multimodal Relevance Vector Regression Improves Cognitive Performance Estimation from Imaging and Biological Biomarkers ⬇️

scientific article published on July 1, 2013

Semi-automatic segmentation of prostate in CT images via coupled feature representation and spatial-constrained transductive lasso

scientific article published in November 2015

Semi-supervised Hierarchical Multimodal Feature and Sample Selection for Alzheimer's Disease Diagnosis

scientific article published on 02 October 2016

Semisupervised Tripled Dictionary Learning for Standard-Dose PET Image Prediction Using Low-Dose PET and Multimodal MRI.

scientific article

Severity assessment of COVID-19 using CT image features and laboratory indices

scientific article published on 08 October 2020

Sex differences in grey matter atrophy patterns among AD and aMCI patients: results from ADNI

scientific article

SharpMean: groupwise registration guided by sharp mean image and tree-based registration

scientific article

Simulating deformations of MR brain images for validation of atlas-based segmentation and registration algorithms

scientific article

Simulation of Brain Mass Effect with an Arbitrary Lagrangian and Eulerian FEM ⬇️

scientific article published on 01 January 2010

Simultaneous Estimation of Low- and High-Order Functional Connectivity for Identifying Mild Cognitive Impairment

scientific article published on 6 February 2018

Simultaneous and consistent labeling of longitudinal dynamic developing cortical surfaces in infants.

scientific article

Single- and Multiple-Shell Uniform Sampling Schemes for Diffusion MRI Using Spherical Codes.

scientific article

Soft-Split Random Forest for Anatomy Labeling

scientific article published on 02 October 2015

Space-Frequency Detail-Preserving Construction of Neonatal Brain Atlases

scientific article published on 01 October 2015

Sparse Multi-Response Tensor Regression for Alzheimer's Disease Study With Multivariate Clinical Assessments

scientific article published on 04 March 2016

Sparse Multi-view Task-Centralized Learning for ASD Diagnosis

scientific article published on 07 September 2017

Sparse Multiview Task-Centralized Ensemble Learning for ASD Diagnosis Based on Age- and Sex-Related Functional Connectivity Patterns

scientific article published on 19 June 2018

Sparse Patch Based Prostate Segmentation in CT Images ⬇️

scientific article published on 01 January 2012

Sparse multivariate autoregressive modeling for mild cognitive impairment classification

scientific article

Sparse patch-based label propagation for accurate prostate localization in CT images ⬇️

scientific article

Sparse temporally dynamic resting-state functional connectivity networks for early MCI identification

scientific article

Sparsity‐guided multiple functional connectivity patterns for classification of schizophrenia via convolutional network

scientific article published in 2023

Spatial Patterns, Longitudinal Development, and Hemispheric Asymmetries of Cortical Thickness in Infants from Birth to 2 Years of Age.

scientific article published on June 2015

Spatial Transformation of DWI Data Using Non-Negative Sparse Representation ⬇️

scientific article published on June 13, 2012

Spatial distribution and longitudinal development of deep cortical sulcal landmarks in infants

scientific article

Spatial normalization of diffusion tensor fields

scientific article published in July 2003

Spatial normalization of diffusion tensor images based on anisotropic segmentation

Spatial normalization of spine MR images for statistical correlation of lesions with clinical symptoms

scientific article published in September 2002

Spatial warping of DWI data using sparse representation

scientific article published on 01 January 2012

Spatial-Temporal Dependency Modeling and Network Hub Detection for Functional MRI Analysis via Convolutional-Recurrent Network

scientific article published on 06 December 2019

Spatially-Constrained Fisher Representation for Brain Disease Identification with Incomplete Multi-Modal Neuroimages

scientific article published on 24 March 2020

Spatio-angular consistent construction of neonatal diffusion MRI atlases

scientific article published on 27 March 2017

Spatiotemporal Analysis of Developing Brain Networks

scientific article published on 31 July 2018

Spatiotemporal Uptake Characteristics of [ 18 ]F-2-Fluoro-2-Deoxy- d -Glucose in a Rat Middle Cerebral Artery Occlusion Model ⬇️

scientific article published on 06 June 2013

Spatiotemporal maturation patterns of murine brain quantified by diffusion tensor MRI and deformation-based morphometry ⬇️

scientific article

Spatiotemporal patterns of cortical fiber density in developing infants, and their relationship with cortical thickness

scientific article

Spherical Deformable U-Net: Application to Cortical Surface Parcellation and Development Prediction

scientific article published on 08 January 2021

Spherical U-Net on Cortical Surfaces: Methods and Applications

scientific article published on 22 May 2019

Stability-Weighted Matrix Completion of Incomplete Multi-modal Data for Disease Diagnosis

scientific article published on 02 October 2016

State-space model with deep learning for functional dynamics estimation in resting-state fMRI.

scientific article

Statistical Representation and Simulation of High-Dimensional Deformations: Application to Synthesizing Brain Deformations

Statistical representation of high-dimensional deformation fields with application to statistically constrained 3D warping

scientific article published on 2 August 2006

Statistical shape model for automatic skull-stripping of brain images

Statistically optimized biopsy strategy for the diagnosis of prostate cancer

Statistically-Constrained High-Dimensional Warping Using Wavelet-Based Priors

Statistically-based reorientation of diffusion tensor field

Strength and Similarity Guided Group-level Brain Functional Network Construction for MCI Diagnosis

scientific article published on 07 December 2018

Structural Connectivity Guided Sparse Effective Connectivity for MCI Identification

scientific article published on 07 September 2017

Structural and Maturational Covariance in Early Childhood Brain Development.

scientific article published on 13 February 2016

Structural and diffusion property alterations in unaffected siblings of patients with obsessive-compulsive disorder

scientific article published on 28 January 2014

Structured Learning for 3D Perivascular Spaces Segmentation Using Vascular Features

scientific article published on March 2017

Structured Sparse Kernel Learning for Imaging Genetics Based Alzheimer's Disease Diagnosis

scientific article published on 02 October 2016

Structured Sparse Low-Rank Regression Model for Brain-Wide and Genome-Wide Associations

scientific article published on 02 October 2016

Structured sparsity regularized multiple kernel learning for Alzheimer's disease diagnosis

scientific article published on 24 November 2018

Sub-Network Kernels for Measuring Similarity of Brain Connectivity Networks in Disease Diagnosis

scientific article published in May 2018

Subclass-based multi-task learning for Alzheimer's disease diagnosis

scientific article

Subject-specific Estimation of Missing Cortical Thickness Maps in Developing Infant Brains

scientific article published on 30 July 2016

Submillimeter MR fingerprinting using deep learning-based tissue quantification

scientific article published on 19 December 2019

Subspace Regularized Sparse Multitask Learning for Multiclass Neurodegenerative Disease Identification

scientific article published on 11 August 2015

Super-Resolution Reconstruction of Diffusion-Weighted Images using 4D Low-Rank and Total Variation

scientific article published on 01 October 2015

Super-resolution reconstruction of neonatal brain magnetic resonance images via residual structured sparse representation

scientific article published on 18 April 2019

Supervised Discriminative Group Sparse Representation for Mild Cognitive Impairment Diagnosis

scientific article published on July 2015

Surface vulnerability of cerebral cortex to major depressive disorder

scientific article

Surface-Volume Consistent Construction of Longitudinal Atlases for the Early Developing Brain

scientific article published on 10 October 2019

Surface-constrained volumetric registration for the early developing brain

scientific article published on 01 August 2019

Synthesized 7T MRI from 3T MRI via deep learning in spatial and wavelet domains

scientific article published on 19 February 2020

S‐HAMMER: Hierarchical attribute‐guided, symmetric diffeomorphic registration for MR brain images ⬇️

scientific article published on January 2, 2013

TAILOR THE LONGITUDINAL ANAYSIS FOR NIH LONGITUDINAL NORMAL BRAIN DEVELOPMENTAL STUDY.

scientific article published on May 2014

TENSOR GENERALIZED ESTIMATING EQUATIONS FOR LONGITUDINAL IMAGING ANALYSIS

scientific article published on 01 January 2019

TIMER: tensor image morphing for elastic registration

scientific article published on 3 May 2009

TPS-HAMMER: improving HAMMER registration algorithm by soft correspondence matching and thin-plate splines based deformation interpolation

scientific article published on 28 October 2009

Targeted prostate biopsy using statistical image analysis

scientific article published in June 2007

Temporal Correlation Structure Learning for MCI Conversion Prediction

scientific article published on 13 September 2018

Temporal and spatial evolution of brain network topology during the first two years of life

scientific article

Temporally Constrained Group Sparse Learning for Longitudinal Data Analysis in Alzheimer's Disease

scientific article

Temporally-Constrained Group Sparse Learning for Longitudinal Data Analysis ⬇️

scientific article published on 01 January 2012

Tensorial Spherical Polar Fourier Diffusion MRI with Optimal Dictionary Learning

scientific article published on 01 October 2015

Test-Retest Reliability of "High-Order" Functional Connectivity in Young Healthy Adults

scientific article

The UNC/UMN Baby Connectome Project (BCP): An overview of the study design and protocol development

scientific article published on 22 March 2018

The emergence of a functionally flexible brain during early infancy

scientific article published on 31 August 2020

The non-local bootstrap--estimation of uncertainty in diffusion MRI.

scientific article

The synchronization within and interaction between the default and dorsal attention networks in early infancy

scientific article published on 24 February 2012

Tight Graph Framelets for Sparse Diffusion MRI q-Space Representation

scientific article published on 02 October 2016

Tissue Probability Map Constrained 4-D Clustering Algorithm for Increased Accuracy and Robustness in Serial MR Brain Image Segmentation

scientific article published in January 2011

Topographical Information-Based High-Order Functional Connectivity and Its Application in Abnormality Detection for Mild Cognitive Impairment

scientific article

Topography-Based Registration of Developing Cortical Surfaces in Infants Using Multidirectional Varifold Representation

scientific article published on 01 October 2015

Topological correction of infant white matter surfaces using anatomically constrained convolutional neural network

scientific article published on 18 May 2019

Topological graph kernel on multiple thresholded functional connectivity networks for mild cognitive impairment classification

scientific article

Toward a Better Estimation of Functional Brain Network for Mild Cognitive Impairment Identification: A Transfer Learning View

scientific article published on 09 August 2019

Treatment-naïve first episode depression classification based on high-order brain functional network

scientific article published on 28 May 2019

Tree-Guided Sparse Coding for Brain Disease Classification ⬇️

scientific article published on 01 January 2012

Tumor Tissue Detection using Blood-Oxygen-Level-Dependent Functional MRI based on Independent Component Analysis

scientific article published on 19 January 2018

Ultra-Fast T2-Weighted MR Reconstruction Using Complementary T1-Weighted Information

scientific article published on 26 September 2018

Unaffected family members and schizophrenia patients share brain structure patterns: a high-dimensional pattern classification study

scientific article

Uncertainty estimation in diffusion MRI using the nonlocal bootstrap

scientific article

Unpaired Deep Cross-Modality Synthesis with Fast Training

scientific article published on 20 September 2018

Unsupervised deep feature learning for deformable registration of MR brain images

scientific article published on 01 January 2013

Very high-resolution morphometry using mass-preserving deformations and HAMMER elastic registration

scientific article published in January 2003

View-aligned hypergraph learning for Alzheimer's disease diagnosis with incomplete multi-modality data

scientific article

View-centralized multi-atlas classification for Alzheimer's disease diagnosis

scientific article published on 27 January 2015

Visualization of perivascular spaces in the human brain at 7T: sequence optimization and morphology characterization

scientific article published on 28 October 2015

Volume-Based Analysis of 6-Month-Old Infant Brain MRI for Autism Biomarker Identification and Early Diagnosis

scientific article published on 13 September 2018

Voxel Deconvolutional Networks for 3D Brain Image Labeling

scientific article published on 01 August 2018

Wavelet-based Semi-supervised Adversarial Learning for Synthesizing Realistic 7T from 3T MRI

scientific article published on 10 October 2019

Weakly Supervised Deep Learning for Brain Disease Prognosis Using MRI and Incomplete Clinical Scores

scientific article published on 26 March 2019

Weighted Graph Regularized Sparse Brain Network Construction for MCI Identification

scientific article published on 08 January 2019

White matter abnormalities revealed by diffusion tensor imaging in non-demented and demented HIV+ patients

scientific article published on 17 April 2009

Whole-brain morphometric study of schizophrenia revealing a spatially complex set of focal abnormalities

scientific article published in November 2005

XQ-NLM: Denoising Diffusion MRI Data via Space Non-Local Patch Matching

article by Geng Chen et al published October 2016 in Lecture Notes in Computer Science

XQ-SR: Joint x-q space super-resolution with application to infant diffusion MRI

scientific article published on 22 June 2019

aBEAT: A Toolbox for Consistent Analysis of Longitudinal Adult Brain MRI ⬇️

scientific article published on April 3, 2013

eHUGS: Enhanced Hierarchical Unbiased Graph Shrinkage for Efficient Groupwise Registration

scientific article published on 22 January 2016

iBEAT: A toolbox for infant brain magnetic resonance image processing

scientific article published in April 2013

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