AUTHOR=Pan Yi , Wang Pushi , Xue Bowen , Liu Yanbin , Shen Xinhua , Wang Shiliang , Wang Xing 

TITLE=Machine learning for the diagnosis accuracy of bipolar disorder: a systematic review and meta-analysis

JOURNAL=Frontiers in Psychiatry

VOLUME=15

YEAR=2025

URL=https://www.frontiersin.org/journals/psychiatry/articles/10.3389/fpsyt.2024.1515549

DOI=10.3389/fpsyt.2024.1515549

ISSN=1664-0640