Prediction of induction chemotherapy efficacy in patients with locally advanced nasopharyngeal carcinoma using habitat subregions derived from multi-modal MRI radiomics
Habitat subregion analysis using multimodal MRI radiomics offers an effective approach for the early identification of LA-NPC patients with poor responses to induction chemotherapy. This method holds promise for supporting clinical treatment decisions and achieving personalized medicine.
Authors
- Guanqiao Jin (ORCID: https://orcid.org/0000-0003-2142-9001)
- Lu Lu (ORCID: https://orcid.org/0000-0002-2255-0391)
- Xingyu Mu
- Meng Pan (ORCID: https://orcid.org/0000-0003-4947-9369)
Institutions
- Guangxi Medical University (CN)
- Guilin Medical University (CN)
Publication Details
- Journal
- Frontiers in Oncology
- Published
- 2025-05-14
- DOI
- https://doi.org/10.3389/fonc.2025.1539574
- Primary Topic
- Radiomics and Machine Learning in Medical Imaging
- Type
- article
- Field-Weighted Citation Impact
- 0.00
Funders
- National Natural Science Foundation of China
- Natural Science Foundation of Guangxi Province
- Guangxi Key Research and Development Program