Detection of Suicidal Ideation in Clinical Interviews for Depression Using Natural Language Processing and Machine Learning: Cross-Sectional Study

Detection of Suicidal Ideation in Clinical Interviews for Depression Using Natural Language Processing and Machine Learning: Cross-Sectional Study

Abstract BackgroundAssessing patients’ suicide risk is challenging, especially among those who deny suicidal ideation. Primary care providers have poor agreement in screening suicide risk. Patients’ speech may provide more objective, language-based clues about their underlying...

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Main Authors: Tim M H Li, Jie Chen, Framenia O C Law, Chun-Tung Li, Ngan Yin Chan, Joey W Y Chan, Steven W H Chau, Yaping Liu, Shirley Xin Li, Jihui Zhang, Kwong-Sak Leung, Yun-Kwok Wing
Format: Article
Language:English
Published: JMIR Publications 2023-12-01
Series:JMIR Medical Informatics
Online Access:https://medinform.jmir.org/2023/1/e50221

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https://medinform.jmir.org/2023/1/e50221

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