Developing the new diagnostic model by integrating bioinformatics and machine learning for osteoarthritis
BTG2, CALML4, DUSP5, and GADD45B were identified as potential feature genes for OA, and an ANN diagnostic model with good diagnostic performance was developed, providing a new perspective for the early diagnosis and personalized treatment of OA.
Authors
- Tian Zhou (ORCID: https://orcid.org/0000-0001-8403-9743)
- Wei Zhang (ORCID: https://orcid.org/0000-0002-0581-2812)
- Wei Peng (ORCID: https://orcid.org/0000-0003-0511-9564)
- Jian Du
Institutions
- Hebei North University (CN)
- Chinese PLA General Hospital (CN)
Publication Details
- Journal
- Journal of Orthopaedic Surgery and Research
- Published
- 2024-12-18
- DOI
- https://doi.org/10.1186/s13018-024-05340-4
- Citations
- 6
- Primary Topic
- Osteoarthritis Treatment and Mechanisms
- Type
- article
- Field-Weighted Citation Impact
- 2.82