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Acoustic Analysis of Speech for Screening for Suicide Risk: Machine Learning Classifiers for Between- and Within-Person Evaluation of Suicidality

Acoustic Analysis of Speech for Screening for Suicide Risk: Machine Learning Classifiers for Between- and Within-Person Evaluation of Suicidality

Baseline characteristics of the high suicide and low suicide risk groups. a N/A: not applicable. b Unit=10,000 won. c Socioeconomic class based on the Hollingshead and Redlich index. d Antipsychotics dosage converted into dose equivalent of aripiprazole. e PHQ-9: Patient Health Questionnaire-9. f HDRS: Hamilton Depression Rating Scale. g BAI: Beck Anxiety Inventory. h BIS: Barratt Impulsiveness Scale. i SSI: Beck Scale for Suicidal Ideation.

Sooyeon Min, Daun Shin, Sang Jin Rhee, C Hyung Keun Park, Jeong Hun Yang, Yoojin Song, Min Ji Kim, Kyungdo Kim, Won Ik Cho, Oh Chul Kwon, Yong Min Ahn, Hyunju Lee

J Med Internet Res 2023;25:e45456