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Differential pairwise component-specific IgE interactions in asthma estimated by JDINAC on the 8-year-old children data set.

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posted on 2018-11-13, 18:27 authored by Sara Fontanella, Clément Frainay, Clare S. Murray, Angela Simpson, Adnan Custovic

IgE, immunoglobulin E; JDINAC, joint density-based nonparametric differential interaction network analysis and classification; sIgE, specific immunoglobulin E.

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Machine learning to identify pairwise interactions between specific IgE antibodies and their association with asthma: A cross-sectional analysis within a population-based birth cohort
PLOS MedicinePLOS Medicine

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pairwise component-specific IgE interactionsasthma112 allergen componentsJDINACIgE responsesdust mite sensitisationsIgE components44 componentsCRDHCPRC.sIgEinteraction network analysispairwise interactionscomponent-specific IgEsserum-specific IgE responsespopulation-based birth cohortISAC chip resolutionAUCimmunoglobulin Ecomponent clustersage 11 yearspopulation-based birth cohort Background

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