Revolutionizing cervical cancer care: the synergistic effects of hyperthermia and machine learning
The combination of hyperthermia with CCRT alleviates the suppression of peripheral immune indicators, modulates immune function, and improves the systemic immune microenvironment in LACC patients. The RF and MLP models, which are based on dynamic peripheral immune indicators, exhibit robust performance in predicting hyperthermia efficacy.
Authors
- Xiaoyu Duan
- Yixiao Guo
- Bo Qu (ORCID: https://orcid.org/0000-0002-3411-5290)
- Sixing Chen (ORCID: https://orcid.org/0000-0002-2646-9259)
- Hongyi Cai
- Shifang Feng (ORCID: https://orcid.org/0000-0001-9739-5886)
- Huixia Wang (ORCID: https://orcid.org/0000-0003-4237-8506)
Institutions
- Gansu Provincial Hospital (CN)
- The First People's Hospital of Tianmen (CN)
- Lanzhou University (CN)
Publication Details
- Journal
- International Journal of Hyperthermia
- Published
- 2025-10-26
- DOI
- https://doi.org/10.1080/02656736.2025.2564343
- Primary Topic
- Ultrasound and Hyperthermia Applications
- Type
- article
- Field-Weighted Citation Impact
- 0.00