Predicting sex, age, general cognition and mental health with machine learning on brain structural connectomes
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DOI: 10.1002/hbm.26182
Abstract: There is an increasing expectation that advanced, computationally expensive machine learning (ML) techniques, when applied to large population‐wide neuroimaging datasets, will help to uncover key differences in the human brain in health and disease. We… read more here.
Keywords: brain structural; machine learning; brain; sex age ... See more keywords
Robust Identification of Rich-Club Organization in Weighted and Dense Structural Connectomes
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DOI: 10.1007/s10548-018-0661-8
Abstract: The human brain is a complex network, in which some brain regions, denoted as ‘hub’ regions, play critically important roles. Some of these hubs are highly interconnected forming a rich-club organization, which has been identified… read more here.
Keywords: club; structural connectomes; club organizations; club organization ... See more keywords