A5080214278- Mental Health via Writing
- Music and Audio Processing
- Educational Environments and Student Outcomes
- Mental Health Research Topics
- Machine Learning in Healthcare
- Digital Mental Health Interventions
- Schizophrenia research and treatment
- Topic Modeling
- Misinformation and Its Impacts
Taoyuan Chang Gung Memorial Hospital
2024
National Taiwan University
2012-2022
Thought, language, and communication disorders are among the salient characteristics of schizophrenia. Such impairments often exhibited in patients' conversations. Researches have shown that assessments thought disorder crucial for tracking clinical conditions early detection high-risks. Detecting such symptoms require a trained clinician's expertise, which is prohibitive due to cost high patient-to-clinician ratio. In this paper, we propose machine learning method using Transformer-based...
Abstract Background Detecting functional performance decline from normal aging to dementia is critical for early detection and intervention. The informant‐based A‐IADL‐Q‐SV has been demonstrated with good psychometric properties. aims of this study were to: (1) translate, culturally adapt, validate the Traditional Chinese version A‐IADL‐Q‐SV‐TC Taiwanese; (2) evaluate Methods We conducted forward backward translations culture adaptation, followed by consensus meeting original developer....