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Analyzing risk factors and constructing a predictive model for superficial esophageal carcinoma with submucosal infiltration exceeding 200 micrometers

Abstract Objective Submucosal infiltration of less than 200 μm is considered an indication for endoscopic surgery in cases of superficial esophageal cancer and precancerous lesions. This study aims to identify the risk factors associated with submucosal infiltration exceeding 200 micrometers in earl...

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Hlavní autoři: Yutong Cui, Zichen Luo, Xiaobo Wang, Shiqi Liang, Guangbing Hu, Xinrui Chen, Ji Zuo, Lu Zhou, Haiyang Guo, Xianfei Wang
Médium: Artigo
Jazyk:Inglês
Vydáno: BMC 2024-10-01
Edice:BMC Gastroenterology
Témata:
Endoscopic submucosal dissection
Machine learning
Prediction model
Shapley additive exPlanations
Risk factors
On-line přístup:https://doi.org/10.1186/s12876-024-03442-1
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