AIMC Topic: Eosinophilic Esophagitis

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Machine learning-based identification and characterization of mast cells in eosinophilic esophagitis.

The Journal of allergy and clinical immunology Feb 22, 2024
BACKGROUND: Eosinophilic esophagitis (EoE) is diagnosed and monitored using esophageal eosinophil levels; however, EoE also exhibits a marked, understudied esophageal mastocytosis.
Esophagus Eosinophilic Esophagitis Eosinophils Adolescent Mast Cells Machine Learning Female Male Middle Aged Adult Humans
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Addressing diagnostic dilemmas in eosinophilic esophagitis using esophageal epithelial eosinophil-derived neurotoxin.

Journal of pediatric gastroenterology and nutrition Dec 27, 2023
OBJECTIVES: Eosinophil-derived neurotoxin (EDN) is a viable marker of eosinophilic esophagitis (EoE) disease activity. We studied the utility of measuring EDN from esophageal epithelial brushings for diagnosing EoE, focusing on two scenarios: (1) cas...
Eosinophil-Derived Neurotoxin Eosinophils Eosinophilia Adult Gastritis Eosinophilic Esophagitis Female Male Humans Adolescent Infant Young Adult Child Retrospective Studies Child, Preschool Enteritis
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Artificial Intelligence Chatbot Shows Multiple Inaccuracies When Responding to Questions About Eosinophilic Esophagitis.

Clinical gastroenterology and hepatology : the official clinical practice journal of the American Gastroenterological Association Oct 24, 2023
Artificial Intelligence Eosinophilic Esophagitis Humans
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Deep learning-based detection of eosinophilic esophagitis.

Endoscopy Aug 4, 2021
BACKGROUND: For eosinophilic esophagitis (EoE), a substantial diagnostic delay is still a clinically relevant phenomenon. Deep learning-based algorithms have demonstrated potential in medical image analysis. Here we establish a convolutional neuronal...
Deep Learning ROC Curve Eosinophilic Esophagitis Humans Algorithms Delayed Diagnosis
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Demographic, Clinical, and Allergic Characteristics of Children with Eosinophilic Esophagitis in Isfahan, Iran.

Iranian journal of allergy, asthma, and immunology Dec 3, 2018
Eosinophilic esophagitis (EoE) is a chronic immune-mediated disease isolated to the esophagus Food allergy is thought to play an important role in the pathophysiology of EOE. The aim of this study is to evaluate demographic features and sensitivity o...
Child Immunoglobulin E Iran Allergens Eosinophilic Esophagitis Prevalence Adolescent Humans Child, Preschool Female Male Asthma Eczema Food Infant Fish Proteins Sesamum Skin Tests
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An algorithm for the classification of mRNA patterns in eosinophilic esophagitis: Integration of machine learning.

The Journal of allergy and clinical immunology Dec 19, 2017
BACKGROUND: Diagnostic evaluation of eosinophilic esophagitis (EoE) remains difficult, particularly the assessment of the patient's allergic status.
Eosinophilic Esophagitis Genetic Markers Immunohistochemistry Single-Blind Method Registries Child, Preschool Child RNA, Messenger Factor Analysis, Statistical Decision Support Systems, Clinical Infant Adolescent Sensitivity and Specificity Male Humans Machine Learning Decision Support Techniques Female Algorithms
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Systematic Review: Use of Artificial Intelligence and Unmet Needs in Eosinophilic Oesophagitis.

Alimentary pharmacology & therapeutics Jul 1, 2025
BACKGROUND: Artificial intelligence (AI) has been applied extensively to eosinophilic oesophagitis (EoE), but its clinical impact and comprehensiveness remain unclear.
Precision Medicine Prognosis Humans Eosinophilic Esophagitis Artificial Intelligence
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