Radiology Federated learning with knowledge distillation for multi-organ segmentation with partially labeled datasets. April 11, 2024
Neuroscience | Radiology Generating Realistic Brain MRIs via a Conditional Diffusion Probabilistic Model. January 3, 2024
Neurology | Psychiatry Imputing Brain Measurements Across Data Sets via Graph Neural Networks. November 10, 2023
Infectious Diseases | Neurology Machine Learning Approaches to Understand Cognitive Phenotypes in People With HIV. March 17, 2023
Neuroscience | Psychology Bridging the Gap between Deep Learning and Hypothesis-Driven Analysis via Permutation Testing. November 7, 2022
Neurology | Radiology Self-supervised learning of neighborhood embedding for longitudinal MRI. September 17, 2022
Adolescent Medicine | Neurology | Psychiatry Detecting negative valence symptoms in adolescents based on longitudinal self-reports and behavioral assessments. June 10, 2022
Neurology | Radiology Disentangling Normal Aging from Severity of Disease via Weak Supervision on Longitudinal MRI. April 11, 2022
Neurology | Radiology Representation Disentanglement for Multi-modal Brain MRI Analysis. February 17, 2022
Neurology | Radiology Longitudinal Pooling & Consistency Regularization to Model Disease Progression from MRIs. December 3, 2020
Data Science | Neuroimaging | Neurology Spatio-Temporal Graph Convolution for Resting-State fMRI Analysis. December 1, 2020