Radiomics based on T2-weighted and diffusion-weighted MR imaging for preoperative prediction of tumor deposits in rectal cancer
The American Journal of Surgery(2024)
摘要
•This study developed and validated a radiomics nomogram combining T2-weighted and diffusion-weighted MR imaging with clinical factors to predict tumor deposits in patients with rectal cancer. The nomogram demonstrated superior performance compared to three other machine learning models, offering a promising and effective preoperative method for identifying tumor deposits in this population.
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关键词
Radiomics,Nomogram,Prediction,Machine learning,Tumor deposits
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