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Eindhoven University of Technology, Department of Gastroenterology and Hepatology, Amsterdam University Medical Centers, University of Amsterdam
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Current CADe systems excel at identifying early neoplasia in Barrett's esophagus on balanced datasets, but their clinical utility plummets in real-world, low-prevalence settings, exposing a critical gap in prevalence-aware design.