Differential Diagnosis of Early-Stage Atypical Primary Central Nervous System Lymphoma and Low-Grade Glioma Using Magnetic Resonance Imaging–Based Radiomics
The MRI-based radiomics model can accurately differentiate early-stage atypical PCNSL from LGG with similar radiological manifestations, allowing early-stage atypical PCNSL patients to receive timely and appropriate radiotherapy or chemotherapy while avoiding unnecessary surgical resection.
Authors
- Jianguo Xu (ORCID: https://orcid.org/0000-0001-6103-021X)
- Yujiao Deng
- Xibiao Yang (ORCID: https://orcid.org/0000-0002-9636-9587)
- Dian Zhang (ORCID: https://orcid.org/0000-0002-0979-2185)
- Haixian Zhang (ORCID: https://orcid.org/0000-0002-9821-508X)
- Jiachen Sun (ORCID: https://orcid.org/0000-0002-5478-6198)
- Qiang Yue (ORCID: https://orcid.org/0000-0001-8480-8987)
- Yanfei Li (ORCID: https://orcid.org/0000-0002-7370-6763)
- Yin Teng (ORCID: https://orcid.org/0009-0003-1254-6705)
- Xiaorui Su (ORCID: https://orcid.org/0000-0002-7888-9095)
- Wei Hu (ORCID: https://orcid.org/0000-0002-8481-5228)
- Kaiyang Zhao (ORCID: https://orcid.org/0009-0008-9797-0965)
Institutions
- Chinese Academy of Medical Sciences & Peking Union Medical College (CN)
- Sichuan University (CN)
- West China Hospital of Sichuan University (CN)
Publication Details
- Journal
- World Neurosurgery
- Published
- 2025-03-08
- DOI
- https://doi.org/10.1016/j.wneu.2025.123740
- Primary Topic
- Radiomics and Machine Learning in Medical Imaging
- Type
- article
- Field-Weighted Citation Impact
- 0.00