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Author Details

Mert R Sabuncu
Cornell University and Cornell Tech
2004
129
44
PMIDPaper TitleJournal TitlePublished Year
37798206Test Retest Reproducibility of Organ Volume Measurements in ADPKD Using 3D Multimodality Deep Learning.Acad Radiol2024
36334976Pulse Sequence Dependence of a Simple and Interpretable Deep Learning Method for Detection of Clinically Significant Prostate Cancer Using Multiparametric MRI.Acad Radiol2023
37658233Deep learning analysis of blood flow sounds to detect arteriovenous fistula stenosis.NPJ Digit Med2023
37872319Human brain responses are modulated when exposed to optimized natural images or synthetically generated images.Commun Biol2023
37769550A robust and interpretable deep learning framework for multi-modal registration via keypoints.Med Image Anal2023
36948069Hyper-convolutions via implicit kernels for medical image analysis.Med Image Anal2023
37212270Optic Nerve Diameter on Non-Contrast Computed Tomography and Intracranial Hypertension in Patients With Acute Brain Injury: A Validation Study.J Neurotrauma2023
37245342The role of AI in prostate MRI quality and interpretation: Opportunities and challenges.Eur J Radiol2023
37131880Modulating human brain responses via optimal natural image selection and synthetic image generation.ArXiv2023
36669747LARO: Learned acquisition and reconstruction optimization to accelerate quantitative susceptibility mapping.Neuroimage2023
34965456Predicting individual task contrasts from resting-state functional connectivity using a surface-based convolutional network.Neuroimage2022
36587030Machine learning can aid in prediction of IDH mutation from H&E-stained histology slides in infiltrating gliomas.Sci Rep2022
36528715Personalized visual encoding model construction with small data.Commun Biol2022
36383528Machine learning based multi-modal prediction of future decline toward Alzheimer's disease: An empirical study.PLoS One2022
35914394A transformer-Based neural language model that synthesizes brain activation maps from free-form text queries.Med Image Anal2022
33970516Magnetic Resonance Imaging Radiomics-Based Machine Learning Prediction of Clinically Significant Prostate Cancer in Equivocal PI-RADS 3 Lesions.J Magn Reson Imaging2021
33622790Heritability of individualized cortical network topography.Proc Natl Acad Sci U S A2021
34385454Heritability and interindividual variability of regional structure-function coupling.Nat Commun2021
34113973Corrigendum to: Spatial Topography of Individual-Specific Cortical Networks Predicts Human Cognition, Personality and Emotion.Cereb Cortex2021
34049888Cortical response to naturalistic stimuli is largely predictable with deep neural networks.Sci Adv2021
31610298Deep neural networks and kernel regression achieve comparable accuracies for functional connectivity prediction of behavior and demographics.Neuroimage2020
31981779Fidelity imposed network edit (FINE) for solving ill-posed image reconstruction.Neuroimage2020
32627300Sex classification using long-range temporal dependence of resting-state functional MRI time series.Hum Brain Mapp2020
32781943Machine Learning Prediction of Stroke Mechanism in Embolic Strokes of Undetermined Source.Stroke2020
32193984Machine Learning Methods Predict Individual Upper-Limb Motor Impairment Following Therapy in Chronic Stroke.Neurorehabil Neural Repair2020
30272126The Shared Genetic Basis of Educational Attainment and Cerebral Cortical Morphology.Cereb Cortex2019
31645422Machine Learning Enables High-Throughput Phenotyping for Analyses of the Genetic Architecture of Bulliform Cell Patterning in Maize.G3 (Bethesda)2019
31811791A two-dimensional feasibility study of deep learning-based feature detection and characterization directly from CT sinograms.Med Phys2019
32774763A CONVOLUTIONAL AUTOENCODER APPROACH TO LEARN VOLUMETRIC SHAPE REPRESENTATIONS FOR BRAIN STRUCTURES.Proc IEEE Int Symp Biomed Imaging2019
32432231Unsupervised Deep Learning for Bayesian Brain MRI Segmentation.Med Image Comput Comput Assist Interv2019
29878084Spatial Topography of Individual-Specific Cortical Networks Predicts Human Cognition, Personality, and Emotion.Cereb Cortex2019
31351389Unsupervised learning of probabilistic diffeomorphic registration for images and surfaces.Med Image Anal2019
31173849Machine learning in resting-state fMRI analysis.Magn Reson Imaging2019
31344486Multi-modal latent factor exploration of atrophy, cognitive and tau heterogeneity in Alzheimer's disease.Neuroimage2019
31220576Ensemble learning with 3D convolutional neural networks for functional connectome-based prediction.Neuroimage2019
31127095Resting brain dynamics at different timescales capture distinct aspects of human behavior.Nat Commun2019
30865678Deep convolutional neural networks for segmenting 3D in vivo multiphoton images of vasculature in Alzheimer disease mouse models.PLoS One2019
30974241Global signal regression strengthens association between resting-state functional connectivity and behavior.Neuroimage2019
30716034VoxelMorph: A Learning Framework for Deformable Medical Image Registration.IEEE Trans Med Imaging2019
29190325Joint Analysis of Cortical Area and Thickness as a Replacement for the Analysis of the Volume of the Cerebral Cortex.Cereb Cortex2018
33842932A Bayesian Disease Progression Model for Clinical Trajectories.Graphs Biomed Image Anal Integr Med Imaging Nonimaging Modalities (2018)2018
30136936Medical Image Imputation from Image Collections.IEEE Trans Med Imaging2018
30420501Subspecialization within default mode nodes characterized in 10,000 UK Biobank participants.Proc Natl Acad Sci U S A2018
29425192Correction: Phenome-wide heritability analysis of the UK Biobank.PLoS Genet2018
29592889Dissociable influences of <i>APOE</i> ε4 and polygenic risk of AD dementia on amyloid and cognition.Neurology2018
29559638The human cortex possesses a reconfigurable dynamic network architecture that is disrupted in psychosis.Nat Commun2018
29288224Reply to Risk and Zhu: Mixed-effects modeling as a principled approach to heritability analysis with repeat measurements.Proc Natl Acad Sci U S A2018
29117296Polygenic Risk of Spasmodic Dysphonia is Associated With Vulnerable Sensorimotor Connectivity.Cereb Cortex2018
28684016The 19th International Conference on Medical Image Computing and Computer-Assisted Intervention (MICCAI 2016).Med Image Anal2017
28416451Diffeomorphic functional brain surface alignment: Functional demons.Neuroimage2017
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Peking University
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New York-Presbyterian Hospital, Weill Cornell Medical Center
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Medical University of Vienna
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William M Wells
Brigham and Women's Hospital
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Philip L De Jager
Columbia University Medical Center
Co-authored papers 2
Benjamin M Neale
Massachusetts General Hospital
Co-authored papers 2
John Guttag
Massachusetts Institute of Technology
Co-authored papers 2
Satrajit S Ghosh
Boston University, Harvard Medical School, Kent Ridge Digital Laboratories, Massachusetts Institute of Technology, National University of Singapore
Co-authored papers 2
Georges El Fakhri
Massachusetts General Hospital, the Gordon Center for Medical Imaging
Co-authored papers 2
Daniel J Margolis
Weill Cornell Medical College
Co-authored papers 2
Hooman Kamel
Weill Cornel School of Medicine
Co-authored papers 2
Michael W Weiner
University of California San Francisco
Co-authored papers 2
Michael D Fox
Center for Brain Circuit Therapeutics, Brigham and Women's Hospital
Co-authored papers 2
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