Area of research
Radiology, Nuclear Medicine and Imaging · Cognitive Neuroscience
Research interest
Research interests include Functional Brain Connectivity Studies, Advanced Neuroimaging Techniques and Applications, Mental Health Research Topics, and Advanced MRI Techniques and Applications.
Excitation–inhibition homeostasis in Alzheimer’s disease: a selective multiscale review of mechanisms, sex differences, and therapeutic opportunities
Biomarker Investigation Using Multiple Brain Measures from MRI Through Explainable Artificial Intelligence in Alzheimer’s Disease Classification
Assessment of cognitive function in bipolar disorder with passive smartphone keystroke metadata: a BiAffect digital phenotyping study
Changes in Neural Activities and Neuroplasticity Related to Nonpharmacological Interventions for Major Depressive Disorder: A Systematic Literature Review
Real-time associations among MS symptoms and cognitive dysfunction using ecological momentary assessment
A comprehensive survey of complex brain network representation
Bidirectional Mapping with Contrastive Learning on Multimodal Neuroimaging Data
Disrupted Excitation-Inhibition Balance in Cognitively Normal Individuals at Risk of Alzheimer’s Disease
Hippocampal functional connectivity across age in an App knock-in mouse model of Alzheimer's disease
Federated Multi-view Learning for Private Medical Data Integration and Analysis
Signed graph representation learning for functional-to-structural brain network mapping
Associations between smartphone keystroke dynamics and cognition in MS
A Hierarchical Graph Learning Model for Brain Network Regression Analysis
Neuromodulatory effects of transcranial electrical stimulation on emotion regulation in internalizing psychopathologies
EEG Classification by Factoring in Sensor Spatial Configuration
Naturalistic smartphone keyboard typing reflects processing speed and executive function
The Effects of Bipolar Disorder Risk on a Mobile Phone Keystroke Dynamics Based Biomarker of Brain Age
Inferring excitation-inhibition dynamics using a maximum entropy model unifying brain structure and function
Impact of interventions targeting anxiety and depression in adults with asthma
Kollector: Detecting Fraudulent Activities on Mobile Devices Using Deep Learning
Sex differences in the transcription of glutamate transporters in major depression and suicide.
Connectome Signatures of Hyperexcitation in Cognitively Intact Middle-Aged Female APOE-ε4 Carriers
Potential depression and antidepressant-response biomarkers in human lymphoblast cell lines from treatment-responsive and treatment-resistant subjects: roles of SSRIs and omega-3 polyunsaturated fatty acids
From Return of Information to Return of Value: Ethical Considerations when Sharing Individual-Level Research Data
Let your fingers do the talking: Passive typing instability predicts future mood outcomes
Multi-View Multi-Graph Embedding for Brain Network Clustering Analysis
Disrupted topology of the resting state structural connectome in middle-aged APOE ε4 carriers
NeuroCave: A web-based immersive visualization platform for exploring connectome datasets
From Default Mode Network to the Basal Configuration: Sex Differences in the Resting-State Brain Connectivity as a Function of Age and Their Clinical Correlates
The significance of negative correlations in brain connectivity