Biomarkers associated with future suicide risk enhance predictive performance in psychiatric inpatients
This study highlights the potential of biomarkers with ML to predict future risk, offering objective assessments and supporting early interventions.
Authors
- Yichao Yin (ORCID: https://orcid.org/0000-0002-4860-5610)
- Chang Li (ORCID: https://orcid.org/0000-0002-3267-1859)
- Weiwei Xu (ORCID: https://orcid.org/0009-0004-8334-1202)
- Dong Bai (ORCID: https://orcid.org/0000-0001-7116-721X)
- Yuqin Weng (ORCID: https://orcid.org/0009-0004-5779-956X)
- Xiaosong Tang (ORCID: https://orcid.org/0000-0001-7898-7907)
- Hongxia Li (ORCID: https://orcid.org/0000-0002-1440-1345)
- Weizhong Shi (ORCID: https://orcid.org/0000-0002-4862-6833)
- Enzhao Zhu (ORCID: https://orcid.org/0009-0006-4014-289X)
- Xuqi Song
- Shengbei Liu
- Fazhan Chen (ORCID: https://orcid.org/0000-0002-3963-1868)
- Kang Ju
- Jiaojiao Hou
- Yue Liu (ORCID: https://orcid.org/0000-0002-0084-863X)
- Zhihao Chen (ORCID: https://orcid.org/0000-0001-7068-7504)
- H. J. Yang (ORCID: https://orcid.org/0009-0004-8274-9863)
- Siqi Liu (ORCID: https://orcid.org/0000-0001-8033-4649)
- Wei Wang (ORCID: https://orcid.org/0000-0001-6853-7785)
- Xi Zhang (ORCID: https://orcid.org/0000-0002-4638-3997)
- Hao Wang (ORCID: https://orcid.org/0000-0001-6881-9977)
- Keping Chen (ORCID: https://orcid.org/0000-0002-3848-179X)
- Zisheng Ai (ORCID: https://orcid.org/0009-0002-2663-5621)
- Haiyan Pan (ORCID: https://orcid.org/0000-0002-5464-1642)
- Pu Ai
- Tianyu Ji (ORCID: https://orcid.org/0000-0003-3835-6603)
- Zongyuan Wang
- Qiuyi Lu (ORCID: https://orcid.org/0009-0003-9129-0954)
- Jiayi Wang (ORCID: https://orcid.org/0009-0002-9109-0285)
- Jianmeng Dai
- Qianyi Yu
- Ruichen Tang
- Xunuo Lu
- Yanping Zhang (ORCID: https://orcid.org/0000-0001-6600-2891)
- Ruyi Shui
- Guoquan Zhou
- Xiuake Bahuojia
- Tongxing Ou
- Xin Wang
- Liangliang Chen
- Dong Wang
- Feng Wang
- Zheya Cai
Institutions
- Tongji University (CN)
- East China University of Science and Technology (CN)
- Capital Medical University (CN)
- Shanghai Mental Health Center (CN)
- Universitätsklinikum Aachen (DE)
- Shanghai Hospital Development Center (CN)
- Shanghai Changning Mental Health Center (CN)
- Nanjing Medical University (CN)
- RWTH Aachen University (DE)
Publication Details
- Journal
- BMJ Health & Care Informatics
- Published
- 2026-03-01
- DOI
- https://doi.org/10.1136/bmjhci-2025-101547
- Primary Topic
- Suicide and Self-Harm Studies
- Type
- article
- Field-Weighted Citation Impact
- 0.00