Preoperative prediction of tumor deposits in rectal cancer with clinical-magnetic resonance deep learning-based radiomic models.

Chunlong Fu,Tingting Shao,Min Hou,Jiali Qu, Ping Li,Zebin Yang,Kangfei Shan,Meikang Wu, Weida Li,Xuan Wang, Jingfeng Zhang,Fanghong Luo,Long Zhou,Jihong Sun,Fenhua Zhao

Frontiers in oncology（2023）

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摘要

A comprehensive model combining MRI radiomic features and clinical characteristics achieved promising performance in TD prediction for RC patients. This approach has the potential to assist clinicians in preoperative stage evaluation and personalized treatment of RC patients.

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关键词

deep learning,diffusion-weighted imaging,magnetic resonance imaging,rectal cancer,tumor deposit

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