Neurology | Psychiatry Providing context: Extracting non-linear and dynamic temporal motifs from brain activity. July 9, 2024
Neurology | Psychiatry SpaDE: Semantic Locality Preserving Biclustering for Neuroimaging Data. June 25, 2024
Neurology | Psychiatry A deep learning approach for mental health quality prediction using functional network connectivity and assessment data. February 10, 2024
Neurology | Psychiatry Functional Imaging Derived ADHD Biotypes Based on Deep Clustering May Guide Personalized Medication Therapy. October 4, 2023
Deep Learning | Neuroimaging | Neurology GLACIER: GLASS-BOX TRANSFORMER FOR INTERPRETABLE DYNAMIC NEUROIMAGING. June 2, 2023
Neurology | Radiology Fine temporal brain network structure modularizes and localizes differently in men and women: insights from a novel explainability framework. February 27, 2023
Neurology | Psychiatry Prediction of Gender from Longitudinal MRI data via Deep Learning on Adolescent Data Reveals Unique Patterns Associated with Brain Structure and Change over a Two-year Period. November 18, 2022
Neurology | Psychiatry Through the looking glass: deep interpretable dynamic directed connectivity in resting fMRI. November 10, 2022
Neurology | Psychiatry A Supervised Contrastive Learning-based Analysis of rs-tMRI Data Captures Gender Differences in Nonlinear Functional Network Coupling. October 21, 2022
Neurology | Radiology Deep Learning Prediction and Visualization of Gender Related Brain Changes from Longitudinal Structural MRI Data in the ABCD Study. September 10, 2022
Neurology | Psychiatry A dynamic graph convolutional neural network framework reveals new insights into connectome dysfunctions in ADHD. December 3, 2021