NeuroMark: An automated and adaptive ICA based pipeline to identify reproducible fMRI markers of brain disorders

Yuhui Du, Zening Fu, Jing Sui, +11

NeuroImage Clinical

Group information guided ICA for fMRI data analysis

Yuhui Du, Yong Fan

NeuroImage

Neuroimaging ModalityNeuroimagingNeuroscienceIndependent Component AnalysisBrain Imaging +2

Characterizing dynamic amplitude of low-frequency fluctuation and its relationship with dynamic functional connectivity: An application to schizophrenia

Zening Fu, Yiheng Tu, Xin Di, +6

NeuroImage

NeurodynamicsPsychiatryPsychotic DisorderComputational NeuroscienceDynamic Functional Connectivity +12

A neuroimaging biomarker for striatal dysfunction in schizophrenia

Ang Li, Andrew Zalesky, Weihua Yue, +37

Nature Medicine

Neuroimaging BiomarkersNeuropsychologyPsychiatryPsychotic DisorderNeurophysiological Biomarkers +7

Assessing dynamic brain graphs of time-varying connectivity in fMRI data: Application to healthy controls and patients with schizophrenia

Qingbao Yu, Erik B. Erhardt, Jing Sui, +7

NeuroImage

Neuroimaging BiomarkersNeuroimaging ModalityTime-varying ConnectivityPsychiatryComputational Neuroscience +12

Interaction among subsystems within default mode network diminished in schizophrenia patients: A dynamic connectivity approach

Yuhui Du, Godfrey D. Pearlson, Qingbao Yu, +5

Schizophrenia Research

PsychiatryDefault Mode NetworkMedicineDynamic Connectivity ApproachPsychotic Disorder +13

Deep learning encodes robust discriminative neuroimaging representations to outperform standard machine learning

Anees Abrol, Zening Fu, Mustafa S. Salman, +4

Nature Communications

In Search of Multimodal Neuroimaging Biomarkers of Cognitive Deficits in Schizophrenia

Jing Sui, Godfrey D. Pearlson, Yuhui Du, +6

Biological Psychiatry

Neuroimaging BiomarkersNeuroimaging ModalityPsychiatryPsychotic DisorderMedicine +10

Altered static and dynamic functional network connectivity in Alzheimer's disease and subcortical ischemic vascular disease: shared and specific brain connectivity abnormalities

Zening Fu, Arvind Caprihan, Jiayu Chen, +5

Human Brain Mapping

Deep residual learning for neuroimaging: An application to predict progression to Alzheimer’s disease

Anees Abrol, Manish Bhattarai, Alex Fedorov, +3

Journal of Neuroscience Methods

Neuroimaging BiomarkersNeurodegenerative DiseasesAlzheimer's DiseaseEngineeringDeep Learning +10