Article

Endoscopic diagnosis of eosinophilic esophagitis using a multi-task U-Net: A pilot study

2024-05-17

Abstract excerpt

<title>Abstract</title> <p><bold>Background and Aims:</bold> Endoscopically identifying eosinophilic esophagitis (EoE) is difficult because of its rare incidence and subtle morphology. We aim to develop a robust and accurate convolutional neural network (CNN) model for EoE identification and classification in endoscopic images. <bold>Methods:</bold> We collected 548 endoscopic images from 81 patients with EoE and...

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Literature Corpus work: 60569a32-ef2c-5571-9c51-12fd4f183f0c
DOI: 10.21203/rs.3.rs-4332761/v1

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