Identification of patients with malignant biliary strictures using a cholangioscopy-based deep learning artificial intelligence (with video)

Neil B. Marya,Patrick D. Powers,Bret T. Petersen,Ryan Law,Andrew Storm,Rami R. Abusaleh,Prashanth Rau,Courtney Stead,Michael J. Levy,John Martin,Eric J. Vargas,Barham K. Abu Dayyeh,Vinay Chandrasekhara

Gastrointestinal Endoscopy（2023）

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摘要

This study demonstrates that a CNN developed using cholangioscopy data alone has greater accuracy for biliary stricture classification than traditional ERCP-based sampling techniques.

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AI,AUROC,CCA,CI,CNN,HQB,HQM,HQS,LQ,MBS,ROC,UNI

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