Investigation of state-of-the-art tools and methods for analysis of PTSD using neurovisualization

This project investigates existing and potentially new approaches to analyze functional brain structures in individuals with post-traumatic stress disorder (PTSD), using advanced neuroimaging such as fMRI, and machine learning. The goal is to identifying patterns built on dependent features within the images representing the connectivity matrices of brain regions. The project will investigate whether causal AI approaches such as Granger causality, as well as probabilistic graph models such as Bayesian networks can be used to analyze probabilistic dependencies between brain regions.

Faculty Supervisor:

Svetlana Yanushkevich

Student:

Partner:

National Technical University of Ukraine

Discipline:

Engineering

Sector:

Artificial Intelligence; Health and Related Sciences and Technology; Information and Communications Technology (ICT)

University:

University of Calgary

Program: