Artificial intelligence for automatic diagnosis of biliary stricture malignancy status in single-operator

Miguel Mascarenhas Saraiva1, Tiago Ribeiro2, João P S Ferreira3

  • 1Department of Gastroenterology, São João University Hospital, Porto, Portugal; WGO Gastroenterology and Hepatology Training Center, Porto, Portugal; Department of Gastroenterology, Faculty of Medicine, University of Porto, Porto, Portugal.

Gastrointestinal Endoscopy
|September 11, 2021
PubMed
Summary

A new deep learning algorithm using convolutional neural networks (CNNs) accurately detects malignant biliary strictures (BSs) in digital single-operator cholangioscopy (DSOC) images, improving diagnostic efficiency.

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