Preoperative prediction of Ki-67 expression and risk stratification in gliomas using multiparametric MRI and intratumor heterogeneity-based habitat imaging: a multicenter study
Multiparametric MRI-based habitat imaging effectively enables preoperative noninvasive prediction of Ki-67 expression and risk stratification in gliomas, with potential to offer insights into tumor biological behavior and inform individualized treatment planning.
Authors
- Yan Ren (ORCID: https://orcid.org/0000-0001-5993-9248)
- Dongxu Zhao (ORCID: https://orcid.org/0000-0001-6589-9908)
- Yi Zhu (ORCID: https://orcid.org/0000-0001-5911-9469)
- Xu‐Sha Wu
- Yibin Xi
- Wentao Hu (ORCID: https://orcid.org/0000-0002-0347-7467)
- Yuanzheng Wang (ORCID: https://orcid.org/0000-0001-9930-1660)
- Mengqiu Cao (ORCID: https://orcid.org/0000-0001-8670-4735)
- Xingrui Wang (ORCID: https://orcid.org/0000-0002-8217-5829)
- Wenzhong Hu (ORCID: https://orcid.org/0000-0002-0209-4317)
- Shiteng Suo (ORCID: https://orcid.org/0000-0003-2528-2836)
- Chen Li (ORCID: https://orcid.org/0000-0003-1335-3457)
- Yang Song (ORCID: https://orcid.org/0000-0002-3544-0183)
- Yan Zhou (ORCID: https://orcid.org/0000-0002-7732-6485)
- Hao Wu (ORCID: https://orcid.org/0000-0001-8010-7729)
- Shilei Zhang (ORCID: https://orcid.org/0000-0003-4567-2962)
- Liemei Guo
- Zhenhui Xie
Institutions
- Shanghai Jiao Tong University (CN)
- Fudan University (CN)
- Renji Hospital (CN)
- Northwest University (CN)
- Xijing Hospital (CN)
- Huashan Hospital (CN)
- Siemens (China) (CN)
- Air Force Medical University (CN)
Publication Details
- Journal
- International Journal of Surgery
- Published
- 2025-10-22
- DOI
- https://doi.org/10.1097/js9.0000000000003766
- Primary Topic
- Glioma Diagnosis and Treatment
- Type
- article
- Field-Weighted Citation Impact
- 0.00