Search filters

List of works by Christos Davatzikos

A Bayesian Approach for Construction of Sparse Statistical Shape Models Using Dirichlet Distribution

scientific article published in 2013

A Bayesian Approach to Sparse Model Selection in Statistical Shape Models

scientific article published in January 2015

A Bayesian morphometry algorithm

scientific article published in June 2004

A General and Unifying Framework for Feature Construction, in Image-Based Pattern Classification

A Graph-Based Brain Parcellation Method Extracting Sparse Networks

scientific article published in June 2013

A Joint Transformation and Residual Image Descriptor for Morphometric Image Analysis using an Equivalence Class Formulation

A Multidimensional Neural Maturation Index Reveals Reproducible Developmental Patterns in Children and Adolescents

scientific article published on 02 January 2020

A Robust Energy Minimization Algorithm for MS-Lesion Segmentation

scientific article published in December 2015

A Statistical Atlas of Prostate Cancer for Optimal Biopsy

A comparative study of biomechanical simulators in deformable registration of brain tumor images

scientific article published in March 2008

A comparison of Freesurfer and multi-atlas MUSE for brain anatomy segmentation: Findings about size and age bias, and inter-scanner stability in multi-site aging studies

scientific article published on 26 August 2020

A composite multivariate polygenic and neuroimaging score for prediction of conversion to Alzheimer's disease

scientific article published on January 2012

A computerized approach for morphological analysis of the corpus callosum

scientific article published in January 1996

A framework for callosal fiber distribution analysis

scientific article published in November 2002

A framework for predictive modeling of anatomical deformations

article

A framework for scalable biophysics-based image analysis

A general and unifying framework for feature construction, in image-based pattern classification.

scientific article

A low cost approach for brain tumor segmentation based on intensity modeling and 3D Random Walker

scientific article published in September 2015

A novel 2D-3D registration algorithm for aligning fluoro images with 3D pre-op CT/MR images

A probabilistic ribbon model for shape analysis of the cerebral sulci: application to the central sulcus

scientific article published in November 1998

A review on neuroimaging-based classification studies and associated feature extraction methods for Alzheimer's disease and its prodromal stages

scientific article published on 13 April 2017

A robust framework for soft tissue simulations with application to modeling brain tumor mass effect in 3D MR images

scientific article published on 8 November 2007

A superpixel-based framework for automatic tumor segmentation on breast DCE-MRI

scientific article published on 20 March 2015

AI-based Prognostic Imaging Biomarkers for Precision Neurooncology: the ReSPOND Consortium

scientific article published on 10 March 2020

APOE Effect on Amyloid-β PET Spatial Distribution, Deposition Rate, and Cut-Points

scientific article published on 01 January 2019

APOE, thought disorder, and SPARE-AD predict cognitive decline in established Parkinson's disease

scientific article

ASSOCIATION BETWEEN BRAIN VOLUMES AND PATTERNS OF COMMUNITY-DWELLING PHYSICAL ACTIVITY

scholarly article in Innovation in Aging, vol. 3, Suppl 1, November 2019

AUTOMATED SEGMENTATION OF CORTICAL NECROSIS USING A WAVELET BASED ABNORMALITY DETECTION SYSTEM

scientific article published on March 2011

Abnormality Detection via Iterative Deformable Registration and Basis-Pursuit Decomposition

scientific article published on 7 March 2016

Accelerated brain aging in schizophrenia and beyond: a neuroanatomical marker of psychiatric disorders

scientific article

Accelerated cortical thinning within structural brain networks is associated with irritability in youth

scientific article published on 02 September 2019

Accuracy and sensitivity of detection of activation foci in the brain via statistical parametric mapping: a study using a PET simulator.

scientific article

Addressing Confounding in Predictive Models with an Application to Neuroimaging

scientific article published on 8 December 2015

Addressing heterogeneity (and homogeneity) in treatment mechanisms in depression and the potential to develop diagnostic and predictive biomarkers

scientific article published on 28 August 2019

Advanced brain aging: relationship with epidemiologic and genetic risk factors, and overlap with Alzheimer disease atrophy patterns.

scientific article

Advancing The Cancer Genome Atlas glioma MRI collections with expert segmentation labels and radiomic features

scientific article published on 5 September 2017

Alcohol consumption and premotor corpus callosum in older adults

scientific article

Alzheimer's disease pattern of brain atrophy predicts cognitive decline in Parkinson's disease

scientific article

An Alzheimer's Disease-Derived Biomarker Signature Identifies Parkinson's Disease Patients with Dementia

scientific article

An EM algorithm for brain tumor image registration: A tumor growth modeling based approach

An active contour model for mapping the cortex

article

An adaptive-focus deformable model using statistical and geometric information

article

An adaptive-focus statistical shape model for segmentation and shape modeling of 3-D brain structures

scientific article

An anatomical equivalence class based joint transformation-residual descriptor for morphological analysis.

scientific article

An image-driven parameter estimation problem for a reaction-diffusion glioma growth model with mass effects

scientific article

An image-processing system for qualitative and quantitative volumetric analysis of brain images

scientific article published in September 1998

Analysis of spatio-temporal brain imaging patterns by Hidden Markov Models and serial MRI images

scientific article

Analytic estimation of statistical significance maps for support vector machine based multi-variate image analysis and classification

scientific article published on 10 April 2013

Anatomical equivalence class based complete morphological descriptor for robust image analysis and abnormality detection

Anatomical equivalence class: a morphological analysis framework using a lossless shape descriptor

scientific article

Application and validation of registration framework for real-time atlas guided biopsy

Application of machine learning methods to describe the effects of conjugated equine estrogens therapy on region-specific brain volumes

scientific article

Application of statistical cancer atlas for 3D biopsy

Application of trace-norm and low-rank matrix decomposition for computational anatomy

Are brain volumes based on magnetic resonance imaging mediators of the associations of cumulative lead dose with cognitive function?

journal article published in 2008

Arterial Spin Labeling and Dynamic Susceptibility Contrast-enhanced MR Imaging for evaluation of arteriovenous shunting and tumor hypoxia in glioblastoma

scientific article published on 19 June 2019

Association between brain volumes and patterns of physical activity in community-dwelling older adults

scientific article published on 24 November 2020

Association between serum neuron-specific enolase, age, overweight, and structural MRI patterns in 901 subjects

scientific article published on 8 December 2017

Association of Intensive vs Standard Blood Pressure Control With Cerebral White Matter Lesions

scientific article published on 01 August 2019

Association of Midlife Hearing Impairment With Late-Life Temporal Lobe Volume Loss

scientific article published on 03 July 2019

Association of hearing impairment with brain volume changes in older adults

scientific article published on 09 January 2014

Association of hippocampal volume polygenic predictor score with baseline and change in brain volumes and cognition among cognitively healthy older adults

scientific article published on 21 May 2020

Association of social engagement with brain volumes assessed by structural MRI.

scientific article

Associations between Cognitive and Brain Volume Changes in Cognitively Normal Older Adults

scientific article published on 21 August 2020

Associations of plasma clusterin and Alzheimer's disease-related MRI markers in adults at mid-life: The CARDIA Brain MRI sub-study

scientific article published on 11 January 2018

Automated morphometric study of brain variation in XXY males

Automated segmentation of brain lesions by combining intensity and spatial information

Automated tumor volumetry using computer-aided image segmentation

scientific article

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

scholarly article published 16 May 2003

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

scholarly article

Baseline and longitudinal patterns of brain atrophy in MCI patients, and their use in prediction of short-term conversion to AD: results from ADNI.

scientific article

Bayesian clustering methods for morphological analysis of MR images

Benchmarking of participant-level confound regression strategies for the control of motion artifact in studies of functional connectivity

scientific article published on 13 March 2017

Biomarkers for early detection of Alzheimer pathology

scientific article

Biomechanically-Constrained 4D Estimation of Myocardial Motion

scientific article published on 01 January 2009

Brain Cancer Imaging Phenomics Toolkit (brain-CaPTk): An Interactive Platform for Quantitative Analysis of Glioblastoma

scientific article published on 17 February 2018

Brain Extraction on MRI Scans in Presence of Diffuse Glioma: Multi-institutional Performance Evaluation of Deep Learning Methods and Robust Modality-Agnostic Training

scientific article published on 27 June 2020

Brain Magnetic Resonance Imaging Findings in Children and Young Adults With CKD.

scientific article published in February 2018

Brain abnormality segmentation based onl1-norm minimization

scientific article published on 21 March 2014

Brain and White Matter Hyperintensity Volumes After 10 Years of Random Assignment to Lifestyle Intervention

scientific article published on 29 March 2016

Brain–Tumor Interaction Biophysical Models for Medical Image Registration

scholarly article by Cosmina Hogea et al published January 2008 in SIAM Journal on Scientific and Statistical Computing

Breast DCE-MRI Kinetic Heterogeneity Tumor Markers: Preliminary Associations With Neoadjuvant Chemotherapy Response

scientific article published on June 2015

CHIMERA: Clustering of Heterogeneous Disease Effects via Distribution Matching of Imaging Patterns

scientific article published on 6 October 2015

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

CLASSIFYING MEDICAL IMAGES USING MORPHOLOGICAL APPEARANCE MANIFOLDS.

scientific article published on December 2013

COMPARE: classification of morphological patterns using adaptive regional elements.

scientific article

CSF Apo-E levels associate with cognitive decline and MRI changes

scientific article published on 03 January 2014

CSF-CAT: A COMPOSITE CSF Aβ AND TAU INDEX TOWARD RADIO-PATHOMICS OF ALZHEIMER’S DISEASE

CSIG-25. EPIDERMAL GROWTH FACTOR RECEPTOR EXTRACELLULAR DOMAIN MISSENSE MUTATION A289V AS A DRIVER OF GLIOBLASTOMA INVASION AND PROLIFERATION

Cancer Imaging Phenomics via CaPTk: Multi-Institutional Prediction of Progression-Free Survival and Pattern of Recurrence in Glioblastoma

scientific article published on 01 March 2020

Cancer imaging phenomics toolkit: quantitative imaging analytics for precision diagnostics and predictive modeling of clinical outcome.

scientific article published on 11 January 2018

Capturing heterogeneous group differences using mixture-of-experts: Application to a study of aging

scientific article

Change in brain and lesion volumes after CEE therapies: the WHIMS-MRI studies

scientific article published on 02 January 2014

Characterization of active and infiltrative tumorous subregions from normal tissue in brain gliomas using multiparametric MRI. ⬇️

scientific article published on 7 February 2018

Characterizing right ventricular shape variations via subject adapted voxel-based morphometry: application to CMR of Tetralogy of Fallot

article by Dong Ye et al published 2010 in Journal of Cardiovascular Magnetic Resonance

Cigarette smoking and cerebral blood flow in a cohort of middle-aged adults

scientific article

Cigarette smoking and gray matter brain volumes in middle age adults: the CARDIA Brain MRI sub-study

article by Martine Elbejjani et al published 11 February 2019 in Translational Psychiatry

Classification of MRI under the Presence of Disease Heterogeneity using Multi-Task Learning: Application to Bipolar Disorder

scientific article published in October 2015

Classification of brain tumor type and grade using MRI texture and shape in a machine learning scheme

scientific article

Classification of multi-site MR images in the presence of heterogeneity using multi-task learning☆.

scientific article

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

scientific article published on 01 January 2005

Clinical and multimodal biomarker correlates of ADNI neuropathological findings

scientific article published on 09 October 2013

Cognitive and functional resilience despite molecular evidence of Alzheimer's disease pathology

scientific article published on 2 November 2012

Cognitive and neuroimaging profiles of older adults with dual decline in memory and gait speed

scientific article published on 09 October 2020

Cognitive function and brain structure in persons with type 2 diabetes mellitus after intensive lowering of blood pressure and lipid levels: a randomized clinical trial

scientific article published on March 2014

Combining Generative Models for Multifocal Glioma Segmentation and Registration

scientific article published in 2014

Combining Outlier Detection with Random Walker for Automatic Brain Tumor Segmentation

scientific article published in 2012

Common Dimensional Reward Deficits Across Mood and Psychotic Disorders: A Connectome-Wide Association Study

scientific article published on 31 January 2017

Common and Dissociable Dysfunction of the Reward System in Bipolar and Unipolar Depression

scientific article

Comparative evaluation of registration algorithms in different brain databases with varying difficulty: results and insights

scientific article published on 13 June 2014

Computational Neuroanatomy of Schizophrenia

scientific article published in 2016

Computational neuroanatomy using brain deformations: From brain parcellation to multivariate pattern analysis and machine learning

scientific article published on 16 June 2016

Computer-aided assessment of regional abdominal fat with food residue removal in CT.

scientific article

Computer-assisted imaging to assess brain structure in healthy and diseased brains

scientific article

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

scientific article published on March 2008

Connectivity-based analysis: Application to white matter maturation in mouse brain

scientific article published in May 2012

Connectome and Maturation Profiles of the Developing Mouse Brain Using Diffusion Tensor Imaging

scientific article

Control-group feature normalization for multivariate pattern analysis of structural MRI data using the support vector machine

scientific article

Convexity analysis of active contour problems

Correlating Cognitive Decline with White Matter Lesion and Brain Atrophy Magnetic Resonance Imaging Measurements in Alzheimer's Disease

scientific article

Correlation of corpus callosal morphometry with cognitive and motor function in periventricular leukomalacia

scientific article

Correlations of atrial diameter and frontooccipital horn ratio with ventricle size in fetal ventriculomegaly.

scientific article

Correspondence between in vivo (11)C-PiB-PET amyloid imaging and postmortem, region-matched assessment of plaques

scientific article published on 5 August 2012

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

Coupling brain-tumor biophysical models and diffeomorphic image registration

scientific article published on 07 January 2019

Cross-sectional and longitudinal association of body mass index and brain volume

scientific article published on 24 September 2012

DISEASE CLASSIFICATION AND PREDICTION VIA SEMI-SUPERVISED DIMENSIONALITY REDUCTION.

scientific article published on March 2011

DRAMMS: Deformable registration via attribute matching and mutual-saliency weighting

scientific article published on 17 July 2010

DRAMMS: deformable registration via attribute matching and mutual-saliency weighting

scientific article published in January 2009

DTI-DROID: Diffusion tensor imaging-deformable registration using orientation and intensity descriptors

article published in 2010

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

article

Deformable medical image registration: a survey

scientific article published on 31 May 2013

Deformable registration for quantifying longitudinal tumor changes during neoadjuvant chemotherapy

scientific 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 registration of glioma images using EM algorithm and diffusion reaction modeling

scientific article published on 27 September 2010

Degenerative age changes in white matter connectivity visualized in vivo using magnetic resonance imaging

scientific article

Depressive symptoms and brain volumes in older adults: a longitudinal magnetic resonance imaging study.

scientific article published on September 2009

Depressive symptoms, symptom dimensions, and white matter lesion volume in older adults: a longitudinal study

scientific article published on 11 October 2013

Deriving Statistical Significance Maps for SVM Based Image Classification and Group Comparisons ⬇️

scientific article published on 01 January 2012

Deriving statistical significance maps for support vector regression using medical imaging data

scientific article

Design and methods of the NiCK study: neurocognitive assessment and magnetic resonance imaging analysis of children and young adults with chronic kidney disease

scientific article published on 30 April 2015

Design of comprehensive Alzheimer's disease centers to address unmet national needs

scientific article

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

scholarly article

Detecting mutually-salient landmark pairs with MRF regularization

Detecting neuroimaging biomarkers for schizophrenia: a meta-analysis of multivariate pattern recognition studies

scientific article published on 20 January 2015

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

Development of an itemwise efficiency scoring method: Concurrent, convergent, discriminant, and neuroimaging-based predictive validity assessed in a large community sample

scientific article

Diabetes, Gray Matter Loss, and Cognition in the Setting of Parkinson Disease

scientific article published on 10 February 2016

Diagnosis of Brain Abnormality Using both Structural and Functional MR Images

scholarly article published August 2006

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

scientific article

Diagnostic potential of structural neuroimaging for depression from a multi-ethnic community sample

scientific article

Differential Associations of Socioeconomic Status With Global Brain Volumes and White Matter Lesions in African American and White Adults: the HANDLS SCAN Study

scientific article

Differential cortical microstructural maturation in the preterm human brain with diffusion kurtosis and tensor imaging

scientific article published on 19 February 2019

Diffusion tensor image registration using tensor geometry and orientation features

scientific article published on 01 January 2008

Dimensional connectomics of anxious misery, a human connectome study related to human disease: Overview of protocol and data quality

scientific article published on 03 November 2020

Diminished Cortical Thickness is Associated with Impulsive Choice in Adolescence.

scientific article published on 12 February 2018

Discriminative Sparse Connectivity Patterns for Classification of fMRI Data

scientific article published in 2014

Disentangling Disease Heterogeneity with Max-Margin Multiple Hyperplane Classifier

scientific article published in October 2015

Disentangling Heterogeneity in Alzheimer's Disease and Related Dementias Using Data-Driven Methods

scientific article published on 31 January 2020

Disparities in Diffuse Cortical White Matter Integrity Between Socioeconomic Groups

scientific article published on 12 June 2019

Dorsolateral prefrontal cortex volume as a mediator between socioeconomic status and executive function

scientific article published on 13 September 2018

Dynamic Bayesian network modeling for longitudinal brain morphometry

scientific article published on 22 September 2011

Dynamic Human Brain Mapping and Analysis: From Statistical Atlases to Patient-Specific Diagnosis and Analysis

EEG and MRI data fusion for early diagnosis of Alzheimer's disease

scientific article

Early marker for Alzheimer's disease: hippocampus T1rho (T(1rho)) estimation

scientific article

Early recognition and disease prediction in the at-risk mental states for psychosis using neurocognitive pattern classification

scientific article

Effect of Cerebral Embolic Protection Devices on CNS Infarction in Surgical Aortic Valve Replacement: A Randomized Clinical Trial

scientific article

Effect of Intensive vs Standard Blood Pressure Control on Probable Dementia: A Randomized Clinical Trial

scholarly article published 12 February 2019 in Journal of the American Medical Association

Effect of diabetes on brain structure: the action to control cardiovascular risk in diabetes MR imaging baseline data

scientific article

Effect of hypoglycemia on brain structure in people with type 2 diabetes: epidemiological analysis of the ACCORD-MIND MRI trial

scientific article

Effects of Hormone Therapy on Brain Volumes Changes of Postmenopausal Women Revealed by Optimally-Discriminative Voxel-Based Morphometry

scientific article published on 14 March 2016

Effects of amyloid pathology and neurodegeneration on cognitive change in cognitively normal adults.

scientific article published in August 2018

Effects of intensive glucose lowering on brain structure and function in people with type 2 diabetes (ACCORD MIND): a randomised open-label substudy ⬇️

scientific article published on September 28, 2011

Efficient Large Deformation Registration via Geodesics on a Learned Manifold of Images

Elevated Markers of Inflammation Are Associated With Longitudinal Changes in Brain Function in Older Adults

scientific article published on 3 January 2018

Emerging Applications of Artificial Intelligence in Neuro-Oncology

scholarly article by Jeffrey D Rudie et al published March 2019 in Radiology

Epidermal Growth Factor Receptor Extracellular Domain Mutations in Glioblastoma Present Opportunities for Clinical Imaging and Therapeutic Development.

scientific article

Erratum to “Memory decline shows stronger associations with estimated spatial patterns of amyloid deposition progression than total amyloid burden” [Neurobiol. Aging 34 (2013) 2835–2842]

article

Estimating Patient Specific Templates for Pre-operative and Follow-Up Brain Tumor Registration

scientific article published in 2015

Estimating regional cerebral blood flow using resting-state functional MRI via machine learning

scientific article published on 19 November 2019

Estimating topology preserving and smooth displacement fields.

scientific article published in July 2004

Evaluation of cumulative lead dose and longitudinal changes in structural magnetic resonance imaging in former organolead workers

scientific article

Evaluation of non-negative matrix factorization of grey matter in age prediction

scientific article published on 5 March 2018

Evaluation of prostate segmentation algorithms for MRI: the PROMISE12 challenge

scientific article

Evidence for Dissociable Linkage of Dimensions of Psychopathology to Brain Structure in Youths

scientific article published on 24 June 2019

Extracting evolving pathologies via spectral clustering

scientific article

FEATURE RANKING BASED NESTED SUPPORT VECTOR MACHINE ENSEMBLE FOR MEDICAL IMAGE CLASSIFICATION.

scientific article published in January 2012

Feature selection and classification of multiparametric medical images using bagging and SVM

scholarly article published 6 March 2008

Finding imaging patterns of structural covariance via Non-Negative Matrix Factorization

scientific article

Finding parametric representations of the cortical sulci using an active contour model

scientific article published in September 1997

Finite Element Modeling of Brain Tumor Mass-Effect from 3D Medical Images

scientific article published on 01 January 2005

Frontal Atrophy and Attention Deficits in Older Adults with a History of Elevated Depressive Symptoms

scientific article

Functional maturation of the executive system during adolescence

scientific article

Functional principal component model for high-dimensional brain imaging

scientific article

Fuzzy Multi-channel Clustering with Individualized Spatial Priors for Segmenting Brain Lesions and Infarcts

scientific article published in 2012

GLISTR: glioma image segmentation and registration

scientific article

GLISTRboost: Combining Multimodal MRI Segmentation, Registration, and Biophysical Tumor Growth Modeling with Gradient Boosting Machines for Glioma Segmentation

scientific article published in 2016

GLISTRboost: Combining Multimodal MRI Segmentation, Registration, and Biophysical Tumor Growth Modeling with Gradient Boosting Machines for Glioma Segmentation

scientific article published on 01 January 2016

GRAM: A framework for geodesic registration on anatomical manifolds

scientific article

Generative Discriminative Models for Multivariate Inference and Statistical Mapping in Medical Imaging

scholarly article by Erdem Varol et al published 2018 in Lecture Notes in Computer Science

Generative-discriminative basis learning for medical imaging

scientific article

Genetic risk factors for longitudinal changes in structural MRI in former organolead workers

scientific article

Gestational Age is Dimensionally Associated with Structural Brain Network Abnormalities Across Development

scientific article published on 21 April 2018

GraSP: geodesic Graph-based Segmentation with Shape Priors for the functional parcellation of the cortex

scientific article

Graph-based Deformable Image Registration

scientific article published in 2015

Groupwise Morphometric Analysis Based on High Dimensional Clustering

scientific article published on June 2010

Groupwise morphometric analysis based on morphological appearance manifold

HAMMER: hierarchical attribute matching mechanism for elastic registration

scientific article published in November 2002

HYDRA: Revealing heterogeneity of imaging and genetic patterns through a multiple max-margin discriminative analysis framework

scientific article

Harmonization of large MRI datasets for the analysis of brain imaging patterns throughout the lifespan

scientific article published on 09 December 2019

Heterogeneity of neuroanatomical patterns in prodromal Alzheimer's disease: links to cognition, progression and biomarkers.

scientific article published on 20 December 2016

Heterogeneity of structural and functional imaging patterns of advanced brain aging revealed via machine learning methods

scholarly article by Harini Eavani et al published November 2018 in Neurobiology of Aging

Heterogeneity of structural brain changes in subtypes of schizophrenia revealed using magnetic resonance imaging pattern analysis

scientific article

Heterogeneous impact of motion on fundamental patterns of developmental changes in functional connectivity during youth

scientific article

Hierarchical active shape models, using the wavelet transform

scientific article

Hierarchical extraction of functional connectivity components in human brain using resting-state fMRI

scientific article published on 07 December 2020

High-dimensional pattern regression using machine learning: from medical images to continuous clinical variables

scientific article

Hippocampal activation and connectivity in the aging brain

scientific article published on 20 April 2020

Hippocampus volume loss due to chronic heavy drinking

scientific article published in November 2006

Histopathology-validated machine learning radiographic biomarker for noninvasive discrimination between true progression and pseudo-progression in glioblastoma

scientific article published on 04 March 2020

Hypercortisolism in alcohol dependence and its relation to hippocampal volume loss

scientific article published in November 2006

IDENTIFYING PATTERNS IN TEMPORAL VARIATION OF FUNCTIONAL CONNECTIVITY USING RESTING STATE FMRI.

scientific article published on December 2013

IJCARS-MICCAI 2018 special issue

scientific article published on 01 September 2019

Identifying Sparse Connectivity Patterns in the brain using resting-state fMRI

scientific article

Image registration based on boundary mapping

scientific article published in January 1996

Imaging Surrogates of Infiltration Obtained Via Multiparametric Imaging Pattern Analysis Predict Subsequent Location of Recurrence of Glioblastoma

scientific article published on 19 January 2016

Imaging as a Surrogate for the Early Prediction and Assessment of Treatment Response through the Analysis of 4-D Texture Ensembles (ISEPARATE)

article by Peter Maday et al published 2011 in Lecture Notes in Computer Science

Imaging cortical association tracts in the human brain using diffusion-tensor-based axonal tracking

scientific article published in February 2002

Imaging genomics in cancer research: limitations and promises

scientific article published on 11 February 2016

Imaging patterns of brain development and their relationship to cognition

scientific article published on 12 January 2014

Imaging patterns predict patient survival and molecular subtype in glioblastoma via machine learning techniques.

scientific article published on 16 July 2015

Imaging signatures of glioblastoma molecular characteristics: A radiogenomics review

scientific article published on 27 August 2019

Imaging-based biomarkers of cognitive performance in older adults constructed via high-dimensional pattern regression applied to MRI and PET.

scientific article

Impact of puberty on the evolution of cerebral perfusion during adolescence

scientific article

Improved brain tumor segmentation by utilizing tumor growth model in longitudinal brain MRI.

scientific article published on February 2017

In Vivo Detection of EGFRvIII in Glioblastoma via Perfusion Magnetic Resonance Imaging Signature Consistent with Deep Peritumoral Infiltration: The φ-Index.

scientific article published on 20 April 2017

In vivo evaluation of EGFRvIII mutation in primary glioblastoma patients via complex multiparametric MRI signature.

scientific article published on 30 March 2018

Individual Variation in Functional Topography of Association Networks in Youth

scientific article published on 11 February 2020

Individual patient diagnosis of AD and FTD via high-dimensional pattern classification of MRI.

scientific article published on 8 April 2008

Individualized differential diagnosis of schizophrenia and mood disorders using neuroanatomical biomarkers

scientific article

Individualized statistical learning from medical image databases: application to identification of brain lesions

scientific article published on 17 February 2014

Inflammatory markers and imaging patterns of advanced brain aging in the general population

scientific article published on 01 March 2019

Integrated Biophysical Modeling and Image Analysis: Application to Neuro-Oncology

scientific article published on 01 June 2020

Integration and relative value of biomarkers for prediction of MCI to AD progression: spatial patterns of brain atrophy, cognitive scores, APOE genotype and CSF biomarkers

scientific article

Interaction between Apolipoprotein E and Butyrylcholinesterase Genes on Risk of Alzheimer's Disease in a Prospective Cohort Study

scientific article published on 31 March 2020

Interpreting support vector machine models for multivariate group wise analysis in neuroimaging

scientific article

Intima-media thickness and regional cerebral blood flow in older adults

scientific article

Investigating machine learning techniques for MRI-based classification of brain neoplasms

scientific article

Is the spatial distribution of brain lesions associated with closed-head injury in children predictive of subsequent development of posttraumatic stress disorder?

scientific article published in August 2002

Is the spatial distribution of brain lesions associated with closed-head injury predictive of subsequent development of attention-deficit/hyperactivity disorder? Analysis with brain-image database

scientific article

Joint Segmentation and Deformable Registration of Brain Scans Guided by a Tumor Growth Model

article

JointMMCC: joint maximum-margin classification and clustering of imaging data

scientific article

Kernel-based manifold learning for statistical analysis of diffusion tensor images

scientific article

Lack of association between 11C-PiB and longitudinal brain atrophy in non-demented older individuals

scientific article published on 21 February 2010

Lasting consequences of concussion on the aging brain: findings from the Baltimore Longitudinal Study of Aging

scientific article published on 20 July 2020

Learning high-dimensional image statistics for abnormality detection on medical images

scholarly article published June 2010

Left ventricular segmental strain and the prediction of cancer therapy-related cardiac dysfunction

scientific article published on 18 November 2020

Lifetime discrimination burden, racial discrimination, and subclinical cerebrovascular disease among African Americans

scientific article published on 26 November 2018

Linked Sex Differences in Cognition and Functional Connectivity in Youth.

scientific article

Linked dimensions of psychopathology and connectivity in functional brain networks

scientific article published in Nature Communications

Longitudinal ComBat: A method for harmonizing longitudinal multi-scanner imaging data

scientific article published on 05 July 2020

Longitudinal Magnetic Resonance Imaging Studies of Older Adults: A Shrinking Brain ⬇️

scientific article published on April 15, 2003

Longitudinal imaging pattern analysis (SPARE-CD index) detects early structural and functional changes before cognitive decline in healthy older adults

scientific article

Longitudinal pattern of regional brain volume change differentiates normal aging from MCI.

scientific article published on June 2009

Longitudinal progression of Alzheimer's-like patterns of atrophy in normal older adults: the SPARE-AD index

scientific article published on 04 May 2009

Longitudinally and inter-site consistent multi-atlas based parcellation of brain anatomy using harmonized atlases

scientific article published on 26 October 2017

Low-constant parallel algorithms for finite element simulations using linear octrees

MANIFOLD-CONSTRAINED EMBEDDINGS FOR THE DETECTION OF WHITE MATTER LESIONS IN BRAIN MRI.

scientific article published on December 2012

MAPPING THE HETEROGENEITY OF NEUROANATOMY AND FUNCTIONAL CONNECTIVITY DEVIATION FROM TYPICAL BRAIN AGING: A PATTERN ANALYSIS AND MACHINE LEARNING STUDY

scholarly article by Harini Eavani et al published July 2017 in Alzheimer's and Dementia

MIDAS: Regionally linear multivariate discriminative statistical mapping

scientific article published on 7 March 2018

MRI signatures of brain age and disease over the lifespan based on a deep brain network and 14 468 individuals worldwide

scientific article published on 27 June 2020

MRI-based classification of brain tumor type and grade using SVM-RFE

MUSE: MUlti-atlas region Segmentation utilizing Ensembles of registration algorithms and parameters, and locally optimal atlas selection

scientific article published on 8 December 2015

Machine learning as a means toward precision diagnostics and prognostics

scientific article published in 2016

Machine learning in neuroimaging: Progress and challenges

scientific article published on 06 October 2018

Manifold Learning Techniques in Image Analysis of High-dimensional Diffusion Tensor Magnetic Resonance Images

Manifold based Morphometry applied to schizophrenia

Measurement of radiotracer concentration in brain gray matter using positron emission tomography: MRI-based correction for partial volume effects.

scientific article

Measuring Brain Lesion Progression with a Supervised Tissue Classification System

article published in 2008

Measuring biological shape using geometry-based shape transformations

article published in 2001

Measuring size and shape of the hippocampus in MR images using a deformable shape model

scientific article published in February 2002

Measuring temporal morphological changes robustly in brain MR images via 4-dimensional template warping

scientific article published in April 2004

Medical Image Analysis: Human and Machine

scientific article published on 01 January 2020

Memory decline shows stronger associations with estimated spatial patterns of amyloid deposition progression than total amyloid burden

scientific article published on 13 July 2013

Memory, executive, and multidomain subtle cognitive impairment: clinical and biomarker findings

scientific article published on 17 June 2015

Methodology to study the three-dimensional spatial distribution of prostate cancer and their dependence on clinical parameters

scientific article published on 29 July 2015

Microglia ablation alleviates myelin-associated catatonic signs in mice

scientific article published on 18 December 2017

Midlife and Late-Life Cardiorespiratory Fitness and Brain Volume Changes in Late Adulthood: Results From the Baltimore Longitudinal Study of Aging

scientific article

Midlife obesity and trajectories of brain volume changes in older adults

scientific article

Mitigating head motion artifact in functional connectivity MRI

scientific article published on 01 December 2018

Modeling glioma growth and mass effect in 3D MR images of the brain

scientific article published on 01 January 2007

Morphological Classification: Application to Cardiac MRI of Tetralogy of Fallot

Morphological appearance manifolds for group-wise morphometric analysis

scientific article

Morphological appearance manifolds in computational anatomy: Groupwise registration and morphological analysis

Morphological appearance manifolds in computational anatomy: groupwise registration and morphological analysis

scientific article published on 12 November 2008

Morphological classification of brains via high-dimensional shape transformations and machine learning methods.

scientific article

Morphometric analysis of cortical sulci using parametric ribbons: a study of the central sulcus

scientific article published in March 2002

Motion artifact in studies of functional connectivity: Characteristics and mitigation strategies

scientific article published in November 2017

Multi-Kernel Classification for Integration of Clinical and Imaging Data: Application to Prediction of Cognitive Decline in Older Adults

Multi-atlas skull-stripping

scientific article published on December 2013

Multi-parametric analysis and registration of brain tumors: constructing statistical atlases and diagnostic tools of predictive value

scientific article published in January 2011

Multi-stage Association Analysis of Glioblastoma Gene Expressions with Texture and Spatial Patterns

scientific article published on 26 January 2019

Multilevel Functional Principal Component Analysis for High-Dimensional Data

scientific article

Multimodal magnetic resonance imaging study of treatment-naïve adults with attention-deficit/hyperactivity disorder.

scientific article

Multiparametric tissue abnormality characterization using manifold regularization

Multiparametric tissue characterization of brain neoplasms and their recurrence using pattern classification of MR images

scientific article

Multiplicative intrinsic component optimization (MICO) for MRI bias field estimation and tissue segmentation.

scientific article

Multisite Machine Learning Analysis Provides a Robust Structural Imaging Signature of Schizophrenia Detectable Across Diverse Patient Populations and Within Individuals.

scientific article published on 24 November 2017

Multivariate Analysis of Preoperative Magnetic Resonance Imaging Reveals Transcriptomic Classification of de novo Glioblastoma Patients

scientific article published on 12 December 2019

Multivariate fMRI Analysis using Optimally-Discriminative Voxel-Based Analysis

scientific article published on July 2012

Myelin-associated catatonia and its treatment by CSF1 receptor inhibition

NIMG-05IDENTIFICATION OF IMAGING SIGNATURES OF THE EPIDERMAL GROWTH FACTOR RECEPTOR VARIANT III (EGFRvIII) IN GLIOBLASTOMA.

scientific article

NIMG-38. QUANTITATIVE IMAGING PREDICTORS OF OVERALL SURVIVAL IN GLIOBLASTOMA PATIENTS ROBUST IN THE PRESENCE OF INTER-SCANNER VARIATIONS

NIMG-40. NON-INVASIVE IN VIVO SIGNATURE OF IDH1 MUTATIONAL STATUS IN HIGH GRADE GLIOMA, FROM CLINICALLY-ACQUIRED MULTI-PARAMETRIC MAGNETIC RESONANCE IMAGING, USING MULTIVARIATE MACHINE LEARNING

scholarly article by Spyridon Bakas et al published 5 November 2018 in Neuro-Oncology

NIMG-41. ACCURATE AND GENERALIZABLE PRE-OPERATIVE PROGNOSTIC STRATIFICATION OF GLIOBLASTOMA PATIENTS USING INTEGRATIVE QUANTITATIVE RADIOMIC ANALYSIS OF CONVENTIONAL MRI

NIMG-44. QUANTITATIVE MULTI-PARAMETRIC IMAGE PROFILING REVEALS REMARKABLE HETEROGENEITY WITHIN IDH-WILDTYPE GLIOBLASTOMA, OFFERING PROGNOSTIC STRATIFICATION BEYOND CURRENT WHO CLASSIFICATIONS

NIMG-45. MULTIVARIATE PATTERN ANALYSIS OF DE NOVO GLIOBLASTOMA PATIENTS OFFERS IN VIVO EVALUATION OF O6-METHYLGUANINE-DNA-METHYLTRANSFERASE (MGMT) PROMOTER METHYLATION STATUS, COMPENSATING FOR INSUFFICIENT SPECIMEN AND ASSAY FAILURES

NIMG-59. RADIOLOGIC SUBTYPES OF GLIOBLASTOMA CALCULATED VIA MULTI-PARAMETRIC IMAGING SIGNATURES REVEAL COMPLEMENTARY INFORMATION TO CURRENT WHO CLASSIFICATION.

scientific article published on 6 November 2017

NIMG-70. QUANTITATIVE IMAGE ANALYSIS AND MACHINE LEARNING TECHNIQUES FOR DISTINGUISHING TRUE PROGRESSION FROM PSEUDOPROGRESSION IN PATIENTS WITH GLIOBLASTOMA

scholarly article by Hamed Akbari et al published 5 November 2018 in Neuro-Oncology

NON-RESILIENT BRAIN AGING IN ASSOCIATION WITH CARDIOVASCULAR RISK AND WHITE MATTER HYPERINTENSITIES: THE SHIP STUDY

NONRIGID VOLUME REGISTRATION USING SECOND-ORDER MRF MODEL.

scientific article published on May 2012

Narrow band region-scalable fitting model for image segmentation in the presence of intensity inhomogeneities

Network changes associated with transdiagnostic depressive symptom improvement following cognitive behavioral therapy in MDD and PTSD

scholarly article by Zhen Yang published in August 2018

Neuroanatomical classification in a population-based sample of psychotic major depression and bipolar I disorder with 1 year of diagnostic stability

scientific article published on 19 January 2014

Neuroanatomical heterogeneity of schizophrenia revealed by semi-supervised machine learning methods

scientific article published on 20 December 2017

Neuroanatomical pattern classification in a population-based sample of first-episode schizophrenia

scientific article published on 20 December 2012

Neurobiological Divergence of the Positive and Negative Schizophrenia Subtypes Identified on a New Factor Structure of Psychopathology Using Non-negative Factorization: An International Machine Learning Study

scientific article published on 23 September 2019

Neurobiological support to the diagnosis of ADHD in stimulant-naïve adults: pattern recognition analyses of MRI data.

scientific article published on 28 October 2017

Neurocognitive and functional heterogeneity in depressed youth

scientific article published on 02 October 2020

Neurodegeneration Across Stages of Cognitive Decline in Parkinson Disease ⬇️

scientific article published on December 1, 2011

Neuroimaging Findings in US Government Personnel With Possible Exposure to Directional Phenomena in Havana, Cuba

scientific article published on 01 July 2019

Neuroimaging of the Philadelphia neurodevelopmental cohort

scientific article

Neuronal injury biomarkers and prognosis in ADNI subjects with normal cognition

scientific article

Neurostructural Heterogeneity in Youths With Internalizing Symptoms

scientific article published on 18 September 2019

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

scientific article published on July 2009

Non-locally regularized segmentation of multiple sclerosis lesion from multi-channel MRI data

scientific article

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

article published in 2009

Nonlinear Association Between Cerebrospinal Fluid and Florbetapir F-18 β-Amyloid Measures Across the Spectrum of Alzheimer Disease

scientific article published on May 2015

Nonlinear Discriminant Graph Embeddings for Detecting White Matter Lesions in FLAIR MRI

scientific article published in 2012

Nuquantus: Machine learning software for the characterization and quantification of cell nuclei in complex immunofluorescent tissue images

scientific article published on 23 March 2016

ODVBA-C: Optimally-Discriminative Voxel-Based Analysis of Continuous Variables

scientific article

ODVBA: optimally-discriminative voxel-based analysis

scientific article

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

scientific article

Offering to share: how to put heads together in autism neuroimaging

scientific article (publication date: 2008)

On Characterizing and Analyzing Diffusion Tensor Images by Learning their Underlying Manifold Structure

On analyzing diffusion tensor images by identifying manifold structure using isomaps

scientific article published in June 2007

Open-source software sustainability models: initial white paper from the informatics technology for cancer research sustainability and industry partnership working group

journal article published in 2021

Optimally-Discriminative Voxel-Based Analysis

scientific article published on 01 January 2010

Optimally-Discriminative Voxel-Based Morphometry significantly increases the ability to detect group differences in schizophrenia, mild cognitive impairment, and Alzheimer's disease

scientific article published on 28 April 2013

Optimization of energy state transition trajectory supports the development of executive function during youth

scientific article published on 27 March 2020

Optimized prostate biopsy via a statistical atlas of cancer spatial distribution

scientific article published on June 2004

Overall survival prediction in glioblastoma patients using structural magnetic resonance imaging (MRI): advanced radiomic features may compensate for lack of advanced MRI modalities

scientific article published on 01 May 2020

PORTR: Pre-operative and post-recurrence brain tumor registration

scientific article

PROBABILISTIC SEGMENTATION OF BRAIN TUMORS BASED ON MULTI-MODALITY MAGNETIC RESONANCE IMAGES

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

Past adult lead exposure is linked to neurodegeneration measured by brain MRI

journal article published in 2006

Patient-Specific Registration of Pre-operative and Post-recurrence Brain Tumor MRI Scans

scientific article published on 26 January 2019

Pattern Analysis in Neuroimaging: Beyond Two-Class Categorization

scientific article published on 10 May 2011

Pattern Based Morphometry

Pattern analysis of dynamic susceptibility contrast-enhanced MR imaging demonstrates peritumoral tissue heterogeneity

scientific article

Pattern recognition of functional brain networks

scientific article published in March 2017

Patterns of coordinated cortical remodeling during adolescence and their associations with functional specialization and evolutionary expansion

scientific article published on 13 March 2017

Peripheral sphingolipids are associated with variation in white matter microstructure in older adults

scientific article published on 21 April 2016

Plasma clusterin concentration is associated with longitudinal brain atrophy in mild cognitive impairment

scientific article

Population-based MRI atlases of spatial distribution are specific to patient and tumor characteristics in glioblastoma.

scientific article published on 12 March 2016

Postmenopausal hormone therapy and regional brain volumes: the WHIMS-MRI Study

scientific article published on January 2009

Precision diagnostics based on machine learning-derived imaging signatures

scientific article published on 06 May 2019

Predicting Amyloid-β Levels in Amnestic Mild Cognitive Impairment Using Machine Learning Techniques

scientific article published on 01 January 2020

Predicting pediatric optic pathway glioma progression using advanced magnetic resonance image analysis and machine learning

scientific article published on 01 January 2020

Prediction of MCI to AD conversion, via MRI, CSF biomarkers, and pattern classification

scientific article

Prediction of Treatment Response to Neoadjuvant Chemotherapy for Breast Cancer via Early Changes in Tumor Heterogeneity Captured by DCE-MRI Registration

scientific article published on 20 August 2019

Predictors of neurodegeneration differ between cognitively normal and subsequently impaired older adults

scientific article published on 02 November 2018

Puberty-related influences on brain development

scientific article published on 9 June 2006

Publisher Correction: Neuroanatomical dimensions in medication-free individuals with major depressive disorder and treatment response to SSRI antidepressant medications or placebo

scientific article published on 26 July 2024

Quantification of facial expressions using high-dimensional shape transformations

scientific article published in January 2005

Quantification of tumor changes during neoadjuvant chemotherapy with longitudinal breast DCE-MRI registration

scientific article published on 20 March 2015

Quantitative assessment of structural image quality

scientific article published on 23 December 2017

REGARDLESS OF THEIR LOCATION, WHITE MATTER HYPERINTENSITIES ARE ASSOCIATED WITH ADVANCED BRAIN AGING THROUGHOUT ADULTHOOD IN THE STUDY OF HEALTH IN POMERANIA

Radiomic MRI signature reveals three distinct subtypes of glioblastoma with different clinical and molecular characteristics, offering prognostic value beyond IDH1.

scientific article

Radiomic signature of infiltration in peritumoral edema predicts subsequent recurrence in glioblastoma: implications for personalized radiotherapy planning ⬇️

scientific article published on 01 March 2018

Regional Manifold Learning for Deformable Registration of Brain MR Images ⬇️

scientific article published on 01 January 2012

Regional tract-specific white matter hyperintensities are associated with patterns to aging-related brain atrophy via vascular risk factors, but also independently

scientific article published on 5 March 2018

Regionally discriminative multivariate statistical mapping

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 unseen images based on the generative manifold modeling of variations of appearance and anatomical shape in brain population

scientific article published in January 2012

Regularized Tensor Factorization for Multi-Modality Medical Image Classification

scientific article published on 01 January 2011

Relations of brain volumes with cognitive function in males 45 years and older with past lead exposure

scientific article

Relationship between APOE Genotype and Structural MRI Measures throughout Adulthood in the Study of Health in Pomerania Population-Based Cohort

scientific article published on 12 May 2016

Relationship between plasma analytes and SPARE-AD defined brain atrophy patterns in ADNI

scientific article

Riccati-Regularized Precision Matrices for Neuroimaging

scientific article published in June 2017

Right ventricle segmentation from cardiac MRI: a collation study

scientific article published on 28 October 2014

Robust computation of mutual information using spatially adaptive meshes

scientific article published on 01 January 2007

S89. Dimensions of Anhedonia Associate With Dissociable Neurostructural Measures Across Psychiatric Disorders

SCDT-37. MODULATION OF CONVECTION ENHANCED DELIVERY (CED) DISTRIBUTION USING FOCUSED ULTRASOUND (FUS)

SPARCL1 Accelerates Symptom Onset in Alzheimer's Disease and Influences Brain Structure and Function During Aging

scientific article published on 16 November 2017

STRUCTURAL DISCRIMINATION AND MRI-ASSESSED BRAIN ENDPOINTS: HANDLS BRAINCHILD

scientific article published on 8 November 2019

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

scientific article published on 23 May 2009

Segmentation of Gliomas in Pre-operative and Post-operative Multimodal Magnetic Resonance Imaging Volumes Based on a Hybrid Generative-Discriminative Framework

scientific article published in October 2016

Segmentation of prostate boundaries from ultrasound images using statistical shape model

scientific article

Segmentation of the Left Ventricle Using Distance Regularized Two-Layer Level Set Approach

scientific article published in 2013

Semi-Supervised Pattern Classification: Application to Structural MRI of Alzheimer's Disease

scientific article published on May 2011

Semi-supervised cluster analysis of imaging data

scientific article

Semi-supervised pattern classification of medical images: application to mild cognitive impairment (MCI)

scientific article

Sex differences in brain aging and predictors of neurodegeneration in cognitively healthy older adults

scientific article published on 05 June 2019

Sex differences in estimated brain metabolism in relation to body growth through adolescence.

scientific article

Sex differences in the association between amyloid and longitudinal brain volume change in cognitively normal older adults

scientific article published on 11 March 2019

Sex differences in the effect of puberty on hippocampal morphology

scientific article

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

scientific article

Simulation of tissue atrophy using a topology preserving transformation model

scientific article

Simultaneous Geometric - Iconic Registration

Skull-Stripping of Glioblastoma MRI Scans Using 3D Deep Learning

scientific article published on 01 October 2019

Smoking mediates the relationship between SES and brain volume: The CARDIA study

scientific article published on 21 September 2020

Sociodemographic disparities in corticolimbic structures

Sparse dictionary learning of resting state fMRI networks

scientific article published on July 2012

Spatial normalization of 3D brain images using deformable models

scientific article published in July 1996

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 patterns of brain atrophy in MCI patients, identified via high-dimensional pattern classification, predict subsequent cognitive decline

scientific article

Spatial patterns of structural brain changes in type 2 diabetic patients and their longitudinal progression with intensive control of blood glucose

scientific article

Spatial transformation and registration of brain images using elastically deformable models

scientific article published in May 1997

Spatio-temporal Analysis of Brain MRI Images Using Hidden Markov Models

article published in 2010

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

scientific article

Special issue on MICCAI 2018

scientific article published on 16 September 2019

State-dependent microstructural white matter changes in drug-naïve patients with first-episode psychosis.

scientific article published on 22 August 2017

Statistical Atlases

scientific article published in 2015

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

Statistical atlases

Statistical atlases and machine learning tools applied to optimized prostate biopsy for cancer detection and estimation of volume and Gleason score

scholarly article published March 2011

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

Statistically-constrained robust diffeomorphic registration

scholarly article published April 2018

Structural Brain Abnormalities in Youth With Psychosis Spectrum Symptoms

scientific article published on 16 March 2016

Structural and Functional Brain Parameters Related to Cognitive Performance Across Development: Replication and Extension of the Parieto-Frontal Integration Theory in a Single Sample

scientific article published on 29 October 2020

Structural and functional biomarkers of prodromal Alzheimer's disease: a high-dimensional pattern classification study

scientific article

Structural brain networks in remitted psychotic depression

scientific article published on 28 February 2020

Structured Outlier Detection in Neuroimaging Studies with Minimal Convex Polytopes

scientific article published in October 2016

Subject-Specific Structural Parcellations Based on Randomized AB-divergences

scientific article published in September 2017

Supervised Block Sparse Dictionary Learning for Simultaneous Clustering and Classification in Computational Anatomy

scientific article published in 2014

Survival analysis of patients with high-grade gliomas based on data mining of imaging variables

scientific article

Suspected non-AD pathology in mild cognitive impairment

scientific article published on 7 September 2015

Systematic review of structural and functional neuroimaging findings in children and adults with CKD.

scientific article

T(1ρ) MRI in Alzheimer's disease: detection of pathological changes in medial temporal lobe

scientific article

T1rho (T1ρ) MR imaging in Alzheimer's disease and Parkinson's disease with and without dementia

scientific article

T1rho MRI and CSF biomarkers in diagnosis of Alzheimer's disease

scientific article

T1rho MRI of Alzheimer's disease

scientific article

Targeted prostate biopsy using statistical image analysis

scientific article published in June 2007

The Brain Chart of Aging: Machine-learning analytics reveals links between brain aging, white matter disease, amyloid burden, and cognition in the iSTAGING consortium of 10,216 harmonized MR scans

scientific article published on 13 September 2020

The Cancer Imaging Phenomics Toolkit (CaPTk): Technical Overview

scientific article published on 19 May 2020

The Image Biomarker Standardization Initiative: Standardized Quantitative Radiomics for High-Throughput Image-based Phenotyping

scientific article published on 10 March 2020

The federated tumor segmentation (FeTS) tool: an open-source solution to further solid tumor research

scientific article published in 2022

The five factors of personality and regional cortical variability in the Baltimore longitudinal study of aging

scientific article published on 19 May 2012

Three-dimensional sonography with needle tracking: role in diagnosis and treatment of prostate cancer

scientific article

Topology preservation and regularity in estimated deformation fields.

scientific article published in July 2003

Towards an Individualized Delineation of Functional Neuroanatomy

scientific article published on August 2015

Two distinct neuroanatomical subtypes of schizophrenia revealed using machine learning

scientific article published on 01 March 2020

UNDERSTANDING HETEROGENEITY IN NORMAL OLDER ADULT POPULATIONS VIA CLUSTERING OF LONGITUDINAL DATA.

scientific article

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

scientific article

Unsupervised learning of functional network dynamics in resting state fMRI.

scientific article published on January 2013

Use of Fetal Magnetic Resonance Image Analysis and Machine Learning to Predict the Need for Postnatal Cerebrospinal Fluid Diversion in Fetal Ventriculomegaly

scientific article published on 18 December 2017

Use of neuroanatomical pattern classification to identify subjects in at-risk mental states of psychosis and predict disease transition

scientific article

Use of neuroanatomical pattern regression to predict the structural brain dynamics of vulnerability and transition to psychosis.

scientific article

Using a deformable surface model to obtain a shape representation of the cortex

scientific article published in January 1996

Using a statistical shape model to extract sulcal curves on the outer cortex of the human brain

scientific article

Using the Fast Marching Method to Extract Curves with Given Global Properties

article by Xiaodong Tao et al published 2005 in Lecture Notes in Computer Science

Validation of DRAMMS among 12 Popular Methods in Cross-Subject Cardiac MRI Registration

scientific article published in July 2012

Vascular factors and multiple measures of early brain health: CARDIA brain MRI study

scientific article

Vascular risk factors, cerebrovascular reactivity, and the default-mode brain network

scientific article published on 24 April 2015

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

scientific article published in January 2003

Vitamin D, Folate, and Cobalamin Serum Concentrations Are Related to Brain Volume and White Matter Integrity in Urban Adults

scientific article published on 25 May 2020

Volumetric Analysis from a Harmonized Multisite Brain MRI Study of a Single Subject with Multiple Sclerosis.

scientific article published on 22 June 2017

Voxel-based morphometric analysis using shape transformations

scientific article

Voxel-based morphometry using the RAVENS maps: methods and validation using simulated longitudinal atrophy

scientific article published in December 2001

White Matter Lesion Penumbra Shows Abnormalities on Structural and Physiologic MRIs in the Coronary Artery Risk Development in Young Adults Cohort

scientific article published on 25 July 2019

White matter hyperintensities and imaging patterns of brain ageing in the general population

scientific article

White matter hyperintensities are more highly associated with preclinical Alzheimer's disease than imaging and cognitive markers of neurodegeneration

scientific article published on 07 April 2016

White matter lesions: Spatial heterogeneity, links to risk factors, cognition, genetics, and atrophy

article

White matter microstructure, white matter lesions, and hypertension: An examination of early surrogate markers of vascular-related brain change in midlife.

scientific article published on 3 March 2018

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

scientific article published in November 2005

Why voxel-based morphometric analysis should be used with great caution when characterizing group differences

scientific article

Widespread Morphometric Abnormalities in Major Depression: Neuroplasticity and Potential for Biomarker Development

scientific article published on 08 November 2019

sGraSP: A graph-based method for the derivation of subject-specific functional parcellations of the brain

scientific article published on 29 November 2016

Paulina is supported by:

About Paulina

Help