A deep transfer learning approach for improved post-traumatic stress disorder diagnosis

Post-traumatic stress disorder (PTSD) is a traumatic-stressor-related disorder developed by exposure to a traumatic or adverse environmental event that caused serious harm or injury. Structured interview is the only widely accepted clinical practice for PTSD diagnosis but suffers from several limita...

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Veröffentlicht in:	Knowledge and information systems 2019-09, Vol.60 (3), p.1693-1724
Hauptverfasser:	Banerjee, Debrup, Islam, Kazi, Xue, Keyi, Mei, Gang, Xiao, Lemin, Zhang, Guangfan, Xu, Roger, Lei, Cai, Ji, Shuiwang, Li, Jiang
Format:	Artikel
Sprache:	eng
Schlagworte:	Belief networks Computer Science Data mining Data Mining and Knowledge Discovery Database Management Diagnosis Disease control Feature extraction Information Storage and Retrieval Information Systems and Communication Service Information Systems Applications (incl.Internet) IT in Business Knowledge management Mental disorders Patients Post traumatic stress disorder Regular Paper Signal processing Speech recognition State of the art Strategy Support vector machines
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