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◆ Radiology2026-05-01· Medicine

Interpretable MRI-based Multiparametric Radiomics for Preoperative Prediction of CMS4 Colorectal Cancer

Zonglin Liu, Wenchao Gu, Liheng Liu, Shiman Wu, Zhenwei Yao, Yiqun Sun, Dan Huang, Tong Tong

原始摘要(英文原文)· Original abstract
In patients with colorectal cancer, a machine learning radiomics model based on preoperative multiparametric MRI predicted consensus molecular subtype 4 with strong performance and biologic interpretability supported by transcriptomic analyses.
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Interpretable MRI-based Multiparametric Radiomics for Preoperative Prediction of CMS4 Colorectal Cancer — 科研速览 Science Skim