An explainable radiomics model based on multiparametric magnetic resonance for differentiating benign and malignant orbital tumors
This study presents an effective and explainable multiparametric MRI radiomics model that accurately differentiates benign from malignant orbital tumors. The developed nomogram demonstrates promising performance within the internal validation framework and may provide supportive information for clinical decision-making pending further external validation.
Authors
- Xiaopan Xu (ORCID: https://orcid.org/0000-0003-3707-1104)
- Guozheng Zhang (ORCID: https://orcid.org/0000-0001-5291-0856)
- Xiaowei Han
- Weitao Huang (ORCID: https://orcid.org/0000-0002-1231-7676)
- Rujian Hong
Institutions
- Zhejiang Chinese Medical University (CN)
- Quzhou City People's Hospital (CN)
- Eye & ENT Hospital of Fudan University (CN)
- Quzhou University (CN)
Publication Details
- Journal
- BMC Cancer
- Published
- 2026-03-13
- DOI
- https://doi.org/10.1186/s12885-026-15853-2
- Primary Topic
- Ocular Oncology and Treatments
- Type
- article
- Field-Weighted Citation Impact
- 0.00