Estimation of subjective quality of life in schizophrenic patients using speech features

Estimation of subjective quality of life in schizophrenic patients using speech features

IntroductionPatients with schizophrenia experience the most prolonged hospital stay in Japan. Also, the high re-hospitalization rate affects their quality of life (QoL). Despite being an effective predictor of treatment, QoL has not been widely utilized due to time constraints and lack of interest....

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Bibliographic Details
Main Authors: Yuko Shibata, John Noel Victorino, Tomoya Natsuyama, Naomichi Okamoto, Reiji Yoshimura, Tomohiro Shibata
Format: Article
Language:English
Published: Frontiers Media S.A. 2023-03-01
Series:Frontiers in Rehabilitation Sciences
Subjects:
quality of life
schizophrenia
speech analysis
machine learning
model development
Online Access:https://www.frontiersin.org/articles/10.3389/fresc.2023.1121034/full

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