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20172022
most citedMulti-site benchmark classification of major depressive disorder using machine learning on cortical and subcortical measures

7 citations · 10 across the 4 of their papers we have counts for

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Showing 2022Show all

2 papers · 1 filter

q-bio.QM2022★ 7 cited

Multi-site benchmark classification of major depressive disorder using machine learning on cortical and subcortical measures

Vladimir Belov, Tracy Erwin-Grabner, Ali Saffet Gonul +63

Machine learning (ML) techniques have gained popularity in the neuroimaging field due to their potential for classifying neuropsychiatric disorders. However, the diagnostic predict…

q-bio.QM2022★ 2 cited

Robust Hierarchical Patterns for identifying MDD patients: A Multisite Study

Dushyant Sahoo, Mathilde Antoniades, Cynthia H. Y. Fu +1

Many supervised machine learning frameworks have been proposed for disease classification using functional magnetic resonance imaging (fMRI) data, producing important biomarkers. M…