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Improving Temporal Stability and Accuracy for Endoscopic Video Tissue Classification Using Recurrent Neural Networks

Early Barrett’s neoplasia are often missed due to subtle visual features and inexperience of the non-expert endoscopist with such lesions. While promising results have been reported on the automated detection of this type of early cancer in still endoscopic images, video-based detection using the te...

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Main Authors: Tim Boers, Joost van der Putten, Maarten Struyvenberg, Kiki Fockens, Jelmer Jukema, Erik Schoon, Fons van der Sommen, Jacques Bergman, Peter de With
Format: Artigo
Language:Inglês
Published: MDPI AG 2020-07-01
Series:Sensors
Subjects:
Barrett neoplasia
tissue detection
recurrent neural networks
upper GI tract
Online Access:https://www.mdpi.com/1424-8220/20/15/4133
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