A clinical prediction model for schizophrenia based on machine learning algorithms
In this study, an auxiliary diagnostic tool for schizophrenia was established using machine learning algorithms combined with routine blood indicators. The logistic regression model demonstrated good performance and can serve as a diagnostic aid for schizophrenia.
Authors
- Qiong Gao (ORCID: https://orcid.org/0000-0002-0406-1594)
- Shuzi Chen
- Weitian Lu (ORCID: https://orcid.org/0000-0001-8242-2327)
- Dan Li (ORCID: https://orcid.org/0000-0002-3426-3023)
- Weifeng Jin
- Mengxia Wang
- Ping Lin
- Qing Chen
Institutions
- Shanghai Jiao Tong University (CN)
- Shanghai Mental Health Center (CN)
Publication Details
- Journal
- Frontiers in Medicine
- Published
- 2026-01-05
- DOI
- https://doi.org/10.3389/fmed.2025.1726905
- Primary Topic
- Schizophrenia research and treatment
- Type
- article
- Field-Weighted Citation Impact
- 0.00
Funders
- Shanghai Municipal Health Commission
- Shanghai Jiao Tong University