Lymph node metastasis detection using artificial intelligence in T1 colorectal cancer: A comprehensive systematic review
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Xiaoyan Yao1, Zhiyong Zhou1, Shengxun Mao1
1Department of General Surgery, The Second Affiliated Hospital of Nanchang University, Nanchang, China.
Journal of Surgical Oncology
|July 17, 2024
Abstract:
We systematically reviewed the application of artificial intelligence (AI) in predicting lymph node metastasis (LNM) in T1 colorectal cancer (CRC). Thirteen studies with 8417 patients were included. AI demonstrated high potential in predicting LNM with sensitivity, specificity, and AUC ranging from 0.561 to 1.0, 0.45 to 1.0, and 0.717 to 1.0, respectively, reducing unnecessary surgeries by approximately 70%.
