EEG channel location estimation using CNN–based depression classifier

• Main Authors: Navea, Roy Francis R., Aranda, Elaine Marie D., Alipio, Melchizedek I., Roxaz, Nicanor R., Jr., Ortaliz, Neil Laurence, Medrano, Mark Brendon, Awang, Saidatul Ardeenawatie
• Format: text
• Published: Animo Repository 2026
• Subjects: Depression, Mental; Electroencephalography; Brain—Diseases—Diagnosis; Biomedical Devices and Instrumentation
• Online Access: https://animorepository.dlsu.edu.ph/faculty_research/13812

Depression is a mental disorder that results to deteriorating effects in the lives of many people around the world. Traditional methods of diagnosing depression are based on interviews and questionaries. However, there were studies that have shown the possibilities of detecting depression biomarkers...