Prediction of Microsatellite Instability in Colorectal Cancer Using a Machine Learning Model Based on PET/CT Radiomics

Soyoung Kim,Jae-Hoon Lee,Eun Jung Park,Hye Sun Lee,Seung Hyuk Baik,Tae Joo Jeon,Kang Young Lee,Young Hoon Ryu,Jeonghyun Kang

Yonsei Medical Journal（2023）

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摘要

Our predictive model incorporating PET radiomic features successfully identified the MSI status of CRC, and it also showed better performance than the conventional PET image parameters.

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关键词

Colorectal cancer,image analysis,machine learning,microsatellite instability,positron emission tomography

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