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Voice Recordings from Short Mobile Sessions versus Clinical Interviews for Mental Illness Screening: A Comparative Study with Deep Transfer Learning
businessbusiness-analyticsdata-sciencemachine-learningmanagement-information-systemspsychologysocial-and-behavioral-sciencessupervised-learning
The prevalence of mental illness symptoms is increasing. While questionnaires are traditionally used, prior research applied machine learning to clinical interview recordings conducted by a virtual agent for depression screening. In this research, we compare their screening ability with brief mobile
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