A combinatorial MRI sequence-based radiomics model for preoperative prediction of microsatellite instability status in rectal cancer

A combinatorial MRI sequence-based radiomics model for preoperative prediction of microsatellite instability status in rectal cancer

Abstract This study aimed to develop an optimal radiomics model for preoperatively predicting microsatellite instability (MSI) in patients with rectal cancer (RC) based on multiparametric magnetic resonance imaging. The retrospective study included 308 RC patients who did not receive preoperative an...

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Bibliographic Details
Main Authors: Xiaowei Xing, Dongxue Li, Jiaxuan Peng, Zhenyu Shu, Yang Zhang, Qiaowei Song
Format: Article
Language:English
Published: Nature Portfolio 2024-05-01
Series:Scientific Reports
Subjects:
Rectal cancer
Machine learning
Microsatellite instability
Magnetic resonance imaging
Radiomics
Online Access:https://doi.org/10.1038/s41598-024-62584-0

Internet

https://doi.org/10.1038/s41598-024-62584-0

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