Major depressive disorder (MDD) (also known as recurrent depressive disorder, clinical depression, major depression, unipolar depression, or unipolar disorder) is a mental disorder characterized by an all-encom
Inclusion Criteria: (1) Patients diagnosed with a depressive episode based on the International Classification of Diseases 10th Revision (ICD-10); (2) Diagnosis conducted using the Chinese version of the Mini-International Neuropsychiatric Interview (MINI); (3) Patients in the acute phase of a dep...
The Recurrent Neural Network (RNN) shows an improvement, with an accuracy of 85.45%, precision of 84.43%, and recall of 85.03%. This enhancement reflects the RNN’s ability to better handle sequential data, capturing temporal dependencies more effectively than the CNN. The Bidirectional Long ...
University of California at San Francisco (UCSF) cohort consists of first episode and recurrent MDD and healthy control participants [70, 71]. Assessments MDD diagnosis is based on standardised diagnostic criteria, DSM or ICD: DSM-IV (HMRRC, Manchester, Oxford, PReDICT, SWU), DSM-IV-TR (CAN...