Prediction of prognosis in T4 or N3 locally advanced nasopharyngeal carcinoma receiving chemoradiotherapy using machine learning methods
The survival prediction model based on LASSO and Cox regression provides a robust and interpretable tool for predicting PFS in patients with T4 or N3 locally advanced NPC undergoing CRT.
Authors
- Zheng Ma (ORCID: https://orcid.org/0000-0002-5704-806X)
- Xiaoya Luo (ORCID: https://orcid.org/0000-0002-8932-6685)
- Li Hou (ORCID: https://orcid.org/0000-0003-4182-8691)
- Yuanling Ma
- Yanmei Li (ORCID: https://orcid.org/0000-0003-1215-5010)
- Weijie Liu (ORCID: https://orcid.org/0000-0001-9416-1160)
- Xinran Niu
Institutions
- Yinchuan First People's Hospital (CN)
- Ningxia Medical University (CN)
- Ningxia Medical University General Hospital (CN)
Publication Details
- Journal
- Frontiers in Oncology
- Published
- 2025-10-09
- DOI
- https://doi.org/10.3389/fonc.2025.1683501
- Primary Topic
- Head and Neck Cancer Studies
- Type
- article
- Field-Weighted Citation Impact
- 0.00
Funders
- Natural Science Foundation of Ningxia Province