Preoperative Grading of Rectal Cancer with Multiple DWI Models, DWI-Derived Biological Markers, and Machine Learning Classifiers

Preoperative Grading of Rectal Cancer with Multiple DWI Models, DWI-Derived Biological Markers, and Machine Learning Classifiers

<b>Background:</b> this study aimed to utilize various diffusion-weighted imaging (DWI) techniques, including mono-exponential DWI, intravoxel incoherent motion (IVIM), and diffusion kurtosis imaging (DKI), for the preoperative grading of rectal cancer. <b>Methods:</b> 85 pat...

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Bibliographic Details
Main Authors: Mengyu Song, Qi Wang, Hui Feng, Lijia Wang, Yunfei Zhang, Hui Liu
Format: Article
Language:English
Published: MDPI AG 2023-11-01
Series:Bioengineering
Subjects:
diffusion weighted MRI
machine learning
rectal neoplasms
intravoxel incoherent motions
diffusion kurtosis imaging
Online Access:https://www.mdpi.com/2306-5354/10/11/1298

Internet

https://www.mdpi.com/2306-5354/10/11/1298

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