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A Novel Stochastic Transformer-based Approach for Post-Traumatic Stress Disorder Detection using Audio Recording of Clinical Interviews
March 29, 2024, 4:42 a.m. | Mamadou Dia, Ghazaleh Khodabandelou, Alice Othmani
cs.LG updates on arXiv.org arxiv.org
Abstract: Post-traumatic stress disorder (PTSD) is a mental disorder that can be developed after witnessing or experiencing extremely traumatic events. PTSD can affect anyone, regardless of ethnicity, or culture. An estimated one in every eleven people will experience PTSD during their lifetime. The Clinician-Administered PTSD Scale (CAPS) and the PTSD Check List for Civilians (PCL-C) interviews are gold standards in the diagnosis of PTSD. These questionnaires can be fooled by the subject's responses. This work proposes …
abstract arxiv audio clinical cs.lg cs.sd culture detection eess.as events every experience interviews novel people recording stochastic stress transformer type will
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