Preoperative Prediction of Microsatellite Instability in Rectal Cancer Using Five Machine Learning Algorithms Based on Multiparametric MRI Radiomics

Preoperative Prediction of Microsatellite Instability in Rectal Cancer Using Five Machine Learning Algorithms Based on Multiparametric MRI Radiomics

<b>Objectives:</b> To establish and verify radiomics models based on multiparametric MRI for preoperatively identifying the microsatellite instability (MSI) status of rectal cancer (RC) by comparing different machine learning algorithms. <b>Methods:</b> This retrospective stu...

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Bibliographic Details
Main Authors: Yang Zhang, Jing Liu, Cuiyun Wu, Jiaxuan Peng, Yuguo Wei, Sijia Cui
Format: Article
Language:English
Published: MDPI AG 2023-01-01
Series:Diagnostics
Subjects:
rectal cancer
microsatellite instability
algorithm
radiomics
Online Access:https://www.mdpi.com/2075-4418/13/2/269

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