18F-FDG PET radiomics score construction by automatic machine learning for treatment response prediction in elderly patients with diffuse large B-cell lymphoma: a multicenter study
The radscore generated by AutoML can predict the treatment response of elderly DLBCL patients, potentially aiding in clinical decision-making.
Authors
- Man Chen (ORCID: https://orcid.org/0009-0007-5237-8020)
- Wenzhuo Zhao
- Jingyan Xu (ORCID: https://orcid.org/0000-0002-4093-855X)
- Jianxin Chen (ORCID: https://orcid.org/0000-0001-6204-1121)
- Yue Teng (ORCID: https://orcid.org/0000-0002-8284-5044)
- Jin-cheng Zhao (ORCID: https://orcid.org/0009-0009-4488-6185)
- Jian Rong (ORCID: https://orcid.org/0009-0000-6505-1624)
Institutions
- China Pharmaceutical University (CN)
- Nanjing University of Posts and Telecommunications (CN)
- Nanjing Drum Tower Hospital (CN)
Publication Details
- Journal
- Journal of Cancer Research and Clinical Oncology
- Published
- 2025-03-28
- DOI
- https://doi.org/10.1007/s00432-025-06172-3
- Citations
- 2
- Primary Topic
- Radiomics and Machine Learning in Medical Imaging
- Type
- article
- Field-Weighted Citation Impact
- 2.72