Application of machine learning in the prediction of deficient mismatch repair in patients with colorectal cancer based on routine preoperative characterization.

Dong Xu,Rujie Chen,Yu Jiang,Shuai Wang, Zhiyu Liu, Xihao Chen,Xiaoyan Fan,Jun Zhu,Jipeng Li

Frontiers in oncology（2022）

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摘要

With the aid of ML algorithms, we developed a novel and robust model for predicting dMMR in CRC patients with satisfactory discriminative performance and designed a user-friendly and convenient nomogram.

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关键词

colorectal cancer,deficient mismatch repair,machine learning,real-world research,routine preoperative characterization

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