AI in Neuroinformatics
Analysis of Multi-site fMRI
Developing a generalized model which is robust to site-variability, scanner manufacturer, or day-of scan effects for diagnosis of brain disease/disorder via meta learning
Combined Analysis of Brain Functional-Structural Representation
Developing a graph-based multi-modal (structural and functional) representation learning model for brain disease/disorder diagnosis and its analysis
Estimation of functional network
Developing source decomposition model of fMRI BOLD signal for estimating functional network and its use of brain disease/disorder diagnosis