Identifying neuroimaging biomarkers of major depressive disorder from cortical hemodynamic responses using machine learning approaches

• Main Authors: Li, Zhifei, McIntyre, Roger S, Husain, Syeda F, Ho, Roger, Tran, Bach X, Nguyen, Hien Thu, Soo, Shuenn-Chiang, Ho, Cyrus S, Chen, Nanguang
• Other Authors: BIOMEDICAL ENGINEERING
• Format: Article
• Published: Elsevier BV 2022
• Subjects: Biomarkers discovery; Depression; Depressive disorder; Feature selection; Functional near-infrared spectroscopy; Supervised learning; Biomarkers; Depressive Disorder, Major; Humans; Machine Learning; Neuroimaging; Neurovascular Coupling; Support Vector Machine
• Online Access: https://scholarbank.nus.edu.sg/handle/10635/226832
• Institution: National University of Singapore

10.1016/j.ebiom.2022.104027