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

• मुख्य लेखकों: Sooyeon Min (लेखक), Daun Shin (लेखक), Sang Jin Rhee (लेखक), C Hyung Keun Park (लेखक), Jeong Hun Yang (लेखक), Yoojin Song (लेखक), Min Ji Kim (लेखक), Kyungdo Kim (लेखक), Won Ik Cho (लेखक), Oh Chul Kwon (लेखक), Yong Min Ahn (लेखक), Hyunju Lee (लेखक)
• स्वरूप: पुस्तक
• प्रकाशित: JMIR Publications, 2023-03-01T00:00:00Z.
• विषय: article
• ऑनलाइन पहुंच: 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...