BrainGNN: Interpretable Brain Graph Neural Network for fMRI Analysis

Xiaoxiao Li, Yuan Zhou, Nicha C. Dvornek, +7

Medical Image Analysis

Computational NeuroscienceBrain MappingNeuroimagingSocial SciencesNeuroscience +4

Task-induced brain state manipulation improves prediction of individual traits

Abigail S. Greene, Siyuan Gao, Dustin Scheinost, +1

Nature Communications

Combining multiple connectomes improves predictive modeling of phenotypic measures

Siyuan Gao, Abigail S. Greene, R. Todd Constable, +1

NeuroImage

Distributed Patterns of Functional Connectivity Predict Working Memory Performance in Novel Healthy and Memory-impaired Individuals

Emily W. Avery, Kwangsun Yoo, Monica D. Rosenberg, +6

Journal of Cognitive Neuroscience

How Tasks Change Whole-Brain Functional Organization to Reveal Brain-Phenotype Relationships

Abigail S. Greene, Siyuan Gao, Stephanie Noble, +2

Cell Reports

A hitchhiker’s guide to working with large, open-source neuroimaging datasets

Corey Horien, Stephanie Noble, Abigail S. Greene, +10

Nature Human Behaviour

EngineeringNeuroimaging ModalityData ScienceComputational NeuroscienceNeuroinformatics +9

Transdiagnostic, Connectome-Based Prediction of Memory Constructs Across Psychiatric Disorders

Daniel S. Barron, Siyuan Gao, Javid Dadashkarimi, +7

Cerebral Cortex

Nonlinear manifold learning in functional magnetic resonance imaging uncovers a low‐dimensional space of brain dynamics

Siyuan Gao, Gal Mishne, Dustin Scheinost

Human Brain Mapping

Identifying blood-based biomarkers associated with aggression in weaned pigs after mixing

Chunyan Shen, Xian Tong, Ruonan Chen, +6

Applied Animal Behaviour Science

Animal PhysiologyAnimal StudyAnimal TestingAllergyWeaned Pigs +6

Transdiagnostic Connectome-Based Prediction of Craving

Kathleen A. Garrison, Rajita Sinha, Marc N. Potenza, +4

American Journal of Psychiatry