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List of works by Weili Lin

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

scientific article published on 08 February 2018

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

scientific article published on 04 September 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 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

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

Atlas construction via dictionary learning and group sparsity

scientific article published on 01 January 2012

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

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

scientific article published on 05 July 2011

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

scientific article published on 27 February 2019

Brain anatomical networks in early human brain development.

scientific article

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

scientific article published on 01 April 2019

CONSTRUCTION OF 4D NEONATAL CORTICAL SURFACE ATLASES USING WASSERSTEIN DISTANCE

scientific article published on 01 April 2019

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

Consistent 4D cortical thickness measurement for longitudinal neuroimaging study

scientific article published on 01 January 2010

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

scientific article published on 01 January 2014

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

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

scientific article published on 01 September 2020

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

scientific article published on 01 October 2015

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

scientific article published on 2 November 2014

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 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

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

scientific article published on 08 May 2019

Development of Dynamic Functional Architecture during Early Infancy

scientific article published on 12 June 2020

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

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

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

scientific article published on 03 August 2020

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

scientific article published on 01 April 2018

Early-Life Nutrition and Cognitive Development: Imaging Approaches

scientific article published on 13 March 2019

Enhancement of Perivascular Spaces Using Densely Connected Deep Convolutional Neural Network

scientific article published on 01 February 2019

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

scientific article published on 23 January 2017

Exploring Gyral Patterns of Infant Cortical Folding based on Multi-view Curvature Information

scientific article published on 04 September 2017

Exploring folding patterns of infant cerebral cortex based on multi-view curvature features: Methods and applications

scientific article published on 18 August 2018

FRNET: FLATTENED RESIDUAL NETWORK FOR INFANT MRI SKULL STRIPPING

scientific article published on 01 April 2019

First-year development of modules and hubs in infant brain functional networks

article

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

scientific article published on 04 September 2017

Harmonization of Infant Cortical Thickness Using Surface-to-Surface Cycle-Consistent Adversarial Networks

scientific article published on 10 October 2019

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

scientific article published on 15 June 2020

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

scientific article published on 01 February 2019

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

scientific article published on 02 November 2019

INFANT BRAIN DEVELOPMENT PREDICTION WITH LATENT PARTIAL MULTI-VIEW REPRESENTATION LEARNING

scientific article published on 01 April 2018

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

scientific article published on 12 January 2020

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

article

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

scientific article published on 01 January 2013

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

scientific article published on 10 October 2019

Isointense Infant Brain Segmentation by Stacked Kernel Canonical Correlation Analysis

scientific article published on 01 October 2015

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

scientific article published on 04 September 2017

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

scientific article published on 01 July 2017

Learning-based meta-algorithm for MRI brain extraction

scientific article published on 01 January 2011

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

scientific article published on 26 September 2018

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

scientific article published on 15 April 2019

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

scientific article published on 01 January 2011

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

scientific article

Mapping growth patterns and genetic influences on early brain development in twins

scientific article published on 01 January 2009

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

scientific article published on March 2014

Measuring the dynamic longitudinal cortex development in infants by reconstruction of temporally consistent cortical surfaces.

scientific article published on 27 December 2013

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

scientific article published on 21 May 2020

Multi-atlas based simultaneous labeling of longitudinal dynamic cortical surfaces in infants

scientific article published on 01 January 2013

Multi-channel multi-scale fully convolutional network for 3D perivascular spaces segmentation in 7T MR images.

scientific article published on 27 February 2018

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

scientific article

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

scientific article published on 13 October 2019

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

scientific article published on 27 April 2018

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

scientific article published on 29 April 2016

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

scientific article

Neonatal atlas construction using sparse representation.

scientific article

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

scientific article published on 01 October 2015

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

scientific article

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

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

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

scientific article published on 10 October 2019

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

scientific article published on 08 May 2020

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

scientific article published on 01 January 2011

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

scientific article published on 13 September 2018

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

scientific article published on 07 July 2018

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

scientific article published on 10 October 2019

SPHERICAL U-NET FOR INFANT CORTICAL SURFACE PARCELLATION

scientific article published on 01 April 2019

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

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

scientific article published on 01 January 2010

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

scientific article

Spherical U-Net on Cortical Surfaces: Methods and Applications

scientific article published on 22 May 2019

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

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

scientific article published on 18 April 2019

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

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

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

scientific article published on 24 February 2012

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

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

scientific article published on 26 September 2018

Unpaired Deep Cross-Modality Synthesis with Fast Training

scientific article published on 20 September 2018

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

scientific article published on 13 September 2018

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

scientific article published on 17 April 2009

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

scientific article published on 22 June 2019

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