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Using machine learning and RNA-seq to increase the accuracy and decrease the invasiveness of diagnosing eosinophilic esophagitis.

Published in The Journal of Immunology • May 1, 2018
NobleIDNI8P14W16R50S72
Authors:
Edwin Lin
,
Steven Flygare
,
Kathryn Peterson

Abstract

Abstract Eosinophilic esophagitis (EoE) is an esophageal disease characterized by dysphagia and food impaction triggered by food or drug hypersensitivity with a prevalence of ~1/1,000 people. A conclusive diagnosis of EoE requires endoscopy and multiple biopsies, followed by eosinophil counts in mul...

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