Construction of a risk prediction model for lung infection after chemotherapy in lung cancer patients based on the machine learning algorithm
The ML algorithm, combining demographic and clinical factors, accurately predicted post-chemotherapy lung infections in cancer patients. The LR model performed well, potentially improving early detection and treatment in clinical practice.
Authors
- Hui Yan (ORCID: https://orcid.org/0000-0002-6990-2526)
- Jun Liu (ORCID: https://orcid.org/0000-0002-5815-2483)
- Xin Li (ORCID: https://orcid.org/0000-0002-9064-5114)
- Tao Sun (ORCID: https://orcid.org/0009-0001-7688-8638)
- Houqin Yuan
Institutions
- Shaoyang University (CN)
- The Central Hospital of Shaoyang (CN)
Publication Details
- Journal
- Frontiers in Oncology
- Published
- 2024-08-09
- DOI
- https://doi.org/10.3389/fonc.2024.1403392
- Citations
- 28
- Primary Topic
- Radiomics and Machine Learning in Medical Imaging
- Type
- article
- Field-Weighted Citation Impact
- 11.32