Lowering costs for large-scale screening in psychosis: a systematic review and meta-analysis of performance and value of information for speech-based psychiatric evaluation.

Felipe C ArgoloGuilherme MagnavitaNatalia Bezerra MotaCarolina ZieboldDirceu MabundaPedro M PanAndré ZugmanAry GadelhaCheryl CorcoranRodrigo A Bressan

Published in: Revista brasileira de psiquiatria (Sao Paulo, Brazil : 1999) (2020)

Accuracy for screening and diagnosis was high. Larger studies are needed to enhance precision of classificatory estimates. Automated analysis presents itself as a feasible, low-cost method which should be especially useful for regions in which the physician pool is insufficient to meet demand.

Keyphrases

low cost
emergency department
primary care
machine learning
mental health
high throughput
deep learning
healthcare
case control
single cell