Related Experiment Video
Updated: Dec 19, 2025

06:55
Diagnosis of Neoplasia in Barrett’s Esophagus using Vital-dye Enhanced Fluorescence Imaging
Published on: May 11, 2014
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A computer-assisted algorithm for narrow-band imaging-based tissue characterization in Barrett's esophagus.
Maarten R Struyvenberg1, Albert J de Groof1, Joost van der Putten2
1Department of Gastroenterology and Hepatology, Amsterdam UMC, University of Amsterdam, Amsterdam, the Netherlands.
Gastrointestinal Endoscopy
|June 7, 2020
Summary
A deep-learning computer-aided diagnosis (CAD) system shows promise in identifying Barrett's esophagus neoplasia using narrow-band imaging (NBI) zoom videos. This AI tool achieved high accuracy, aiding in the characterization of Barrett's mucosa during endoscopic evaluation.
Failed At:
2026-06-19T13:47:57.168494+00:00
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Barrett's esophagus is a medical condition where the esophageal mucosa is significantly damaged by stomach acid or other digestive fluids, often due to long-term exposure associated with gastroesophageal reflux disease (GERD). In GERD, a weakened or abnormally relaxed lower esophageal sphincter allows stomach acid to flow persistently into the esophagus.
This constant acid exposure transforms the esophagus's pink mucosal lining (stratified squamous epithelium) into a type of lining more...
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