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

• Main Authors: Sooyeon Min (Author), Daun Shin (Author), Sang Jin Rhee (Author), C Hyung Keun Park (Author), Jeong Hun Yang (Author), Yoojin Song (Author), Min Ji Kim (Author), Kyungdo Kim (Author), Won Ik Cho (Author), Oh Chul Kwon (Author), Yong Min Ahn (Author), Hyunju Lee (Author)
• Format: Book
• Published: JMIR Publications, 2023-03-01T00:00:00Z.
• Subjects: article
• Online Access: Connect to this object online.

BackgroundAssessing a patient's suicide risk is challenging for health professionals because it depends on voluntary disclosure by the patient and often has limited resources. The application of novel machine learning approaches to determine suicide risk has clinical utility. ObjectiveThis stud...