Machine Learning Advanced Data Analysis Presentation

Neuroscientists are interested in how patterns of anatomical structure and functional activities in our brain are related. Some recent results have found evidences of correlations between structural and functional brain networks, although they rely on using standard connectivity features that fail to account for genetic variations as well as the intricate system of neural pathways that shape our brain. These results are also limited to finding correlations at the whole brain level or within the same region of interest, but not those across specific parts of each brain network that we may only discover through data. In this work, we address these issues using connectome fingerprinting, a set of techniques that provide charaterizations of the brain network that are unique to each individual. For the structural brain network, we utilize…

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