Interpretable deep learning model for major depressive disorder assessment based on functional near-infrared spectroscopy
Cyrus S. H. Ho, Jinyuan Wang, Gabrielle Wann Nii Tay, Roger Ho, Syeda Fabeha Husain, Soon Kiat Chiang, Hai Lin, Xiao Cheng, Zhifei Li, Nanguang Chen
Topics & Concepts
Major depressive disorderFunctional near-infrared spectroscopyPrefrontal cortexPsychologyDorsolateral prefrontal cortexDiscriminative modelDepression (economics)NeurosciencePsychiatryClinical psychologyMedicineAudiologyArtificial intelligenceCognitionComputer scienceMacroeconomicsEconomicsOptical Imaging and Spectroscopy TechniquesTreatment of Major DepressionDigital Mental Health Interventions