Radiomics model building from multiparametric MRI to predict Ki-67 expression in patients with primary central nervous system lymphomas: a multicenter study

Radiomics model building from multiparametric MRI to predict Ki-67 expression in patients with primary central nervous system lymphomas: a multicenter study

Abstract Objectives To examine the correlation of apparent diffusion coefficient (ADC), diffusion weighted imaging (DWI), and T1 contrast enhanced (T1-CE) with Ki-67 in primary central nervous system lymphomas (PCNSL). And to assess the diagnostic performance of MRI radiomics-based machine-learning...

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Bibliographic Details
Main Authors: Yelong Shen, Siyu Wu, Yanan Wu, Chao Cui, Haiou Li, Shuang Yang, Xuejun Liu, Xingzhi Chen, Chencui Huang, Ximing Wang
Format: Article
Language:English
Published: BMC 2025-02-01
Series:BMC Medical Imaging
Subjects:
Primary central nervous system lymphoma
Ki-67
Multiparametric magnetic resonance imaging
Radiomics
Online Access:https://doi.org/10.1186/s12880-025-01585-5
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