Comparison of predicted psychological distress among workers between artificial intelligence and psychiatrists: a cross-sectional study in Tsukuba Science City, Japan

・Artificial intelligence (AI) to predict psychological distress among workers using sociodemographic, lifestyle, and sleep factors,
・Examined the performance of the AI models through a comparison with psychiatrists

Abstract

Psychological distress is a worldwide problem and a serious problem that needs to be addressed in the field of occupational health. This study aimed to use artificial intelligence (AI) to predict psychological distress among workers using sociodemographic, lifestyle, and sleep factors, not subjective information such as mood and emotion, and to examine the performance of the AI models through a comparison with psychiatrists.

Benefit

To predict psychological distress among workers easily, regardless of their subjective views.

Market Application

The research leads to treating depression by the earlier interventions for human resources and occupational health staff.

Publications

https://bmjopen.bmj.com/content/11/6/e046265

Other

https://www.tsukuba.ac.jp/en/research-news/20210625140000.html

This entry was posted in Research Highlights. Bookmark the permalink.