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- Title
Machine learning approach and oral food challenge with heated egg.
- Authors
Kuniyoshi, Yasutaka; Tokutake, Haruka; Takahashi, Natsuki; Kamura, Azusa; Yasuda, Sumie; Tashiro, Makoto
- Abstract
Keywords: area under curve; egg allergy; logistic regression; machine learning; nested cross-validation; oral food challenge; predictive model; support vector machine EN area under curve egg allergy logistic regression machine learning nested cross-validation oral food challenge predictive model support vector machine 776 778 3 05/04/21 20210501 NES 210501 To the Editor. We identified a patient as OFC positive if he or she experienced an immediate allergic reaction, which included either one clear objective sign or multiple persistent subjective symptoms4 in response to ingestion of less than one half of one egg or 16 g of EW. Serum levels of allergen-specific IgE (sIgE) are among the tools used to diagnose hen's egg allergy. Area under curve, egg allergy, logistic regression, machine learning, nested cross-validation, oral food challenge, predictive model, support vector machine.
- Publication
Pediatric Allergy & Immunology, 2021, Vol 32, Issue 4, p776
- ISSN
0905-6157
- Publication type
Academic Journal
- DOI
10.1111/pai.13433