Preoperative multiparameter MRI‐based prediction of Ki‐67 expression in primary central nervous system lymphoma

Preoperative multiparameter MRI‐based prediction of Ki‐67 expression in primary central nervous system lymphoma

Abstract Background Ki‐67 is a key marker of tumor proliferation. This study aimed to develop machine learning models using single‐ and multi‐parameter MRI radiomic features for the preoperative prediction of Ki‐67 expression in primary central nervous system lymphoma (PCNSL), aiding prognosis and i...

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Bibliographic Details
Main Authors: Jian Xu, Lili Zhang, Qingzeng Liu, Jian Zhu
Format: Article
Language:English
Published: Wiley 2025-03-01
Series:Precision Radiation Oncology
Subjects:
Ki‐67
Lymphoma
Machine Learning
Magnetic Resonance Imaging
Radiomics
Online Access:https://doi.org/10.1002/pro6.70005
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https://doi.org/10.1002/pro6.70005

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