Deep-Learning System Detects Neoplasia in Patients With Barrett's Esophagus With Higher Accuracy Than Endoscopists in a Multi-Step Training and Validation Study with Benchmarking.

A J de Groof, M R Struyvenberg,J van der Putten,F van der Sommen, K N Fockens,W L Curvers,S Zinger,R E Pouw,E Coron, F Baldaque-Silva,O Pech,B Weusten,A Meining, H Neuhaus,R Bisschops,J Dent,E J Schoon,P H de With,J J Bergman

Gastroenterology（2020）

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摘要

We developed, validated, and benchmarked a deep-learning computer-aided system for primary detection of neoplasia in patients with BE. The system detected neoplasia with high accuracy and near-perfect delineation performance.

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关键词

artificial intelligence,Barrett surveillance,esophageal cancer,machine learning

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