A dynamic graph convolutional neural network framework reveals new insights into connectome dysfunctions in ADHD

Kanhao Zhao, Boris Duka, Hua Xie, +3

NeuroImage

Network AnalysisBrain MappingGraph Signal ProcessingNew InsightsSocial Sciences +20

Individualized fMRI connectivity defines signatures of antidepressant and placebo responses in major depression

Kanhao Zhao, Hua Xie, Gregory A. Fonzo, +5

Molecular Psychiatry

Fmri ConnectivityAffective NeuroscienceSocial SciencesPlacebo ResponsesMood Symptom +14

Symptom dimensions of resting-state electroencephalographic functional connectivity in autism

Xiaoyu Tong, Hua Xie, Gregory A. Fonzo, +4

Nature Mental Health

PsychiatryDevelopmental Cognitive NeuroscienceAutismConnectomicsNeuroimaging +5

Deep graph learning of multimodal brain networks defines treatment-predictive signatures in major depression

Yong Jiao, Kanhao Zhao, Xinxu Wei, +5

Molecular Psychiatry

Early prediction of dementia using fMRI data with a graph convolutional network approach

Shuning Han, Zhe Sun, Kanhao Zhao, +4

Journal of Neural Engineering

Dementia Subtypes Defined Through Neuropsychiatric Symptom–Associated Brain Connectivity Patterns

Kanhao Zhao, Hua Xie, Gregory A. Fonzo, +3

JAMA Network Open

Discriminative functional connectivity signature of cocaine use disorder links to rTMS treatment response

Kanhao Zhao, Gregory A. Fonzo, Hua Xie, +6

Nature Mental Health

Modified GAN Augmentation Algorithms for the MRI-Classification of Myocardial Scar Tissue in Ischemic Cardiomyopathy

Umesh C. Sharma, Kanhao Zhao, Kyle I. Mentkowski, +4

Frontiers in Cardiovascular Medicine

Individualized fMRI connectivity defines signatures of antidepressant and placebo responses in major depression

Kanhao Zhao, Hua Xie, Gregory A. Fonzo, +5

Normative Modeling Via Conditional Variational Autoencoder and Adversarial Learning to Identify Brain Dysfunction in Alzheimer’s Disease

Xuetong Wang, Rong Zhou, Kanhao Zhao, +3