Predicting childhood allergy using machine learning methods on multi-omics data

Merlijn van Breugel; Cancan Qi; Yale Jiang; Casper-Emil Tingskov Pedersen; Ilya Pethoukhov; Judith Vonk; Ulrike Gehring; Marijn Berg; Marnix Bugel; Orestes Capraij; Erick Forno; Andreanne Morin; Anders Ulrik Eliasen; Zhongli Xu; Maarten Van Den Berge; Martijn Nawijn; Yang Li; Wei Chen; Louis Bont; Klaus Bonnelykke; Juan Celedon; Gerard Koppelman; Cheng-Jian Xu

doi:10.1183/13993003.congress-2021.PA3068

Predicting childhood allergy using machine learning methods on multi-omics data

Merlijn van Breugel
, Cancan Qi
, Yale Jiang
, Casper-Emil Tingskov Pedersen
, Ilya Pethoukhov
, Judith Vonk
, Ulrike Gehring
, Marijn Berg
, Marnix Bugel
, Orestes Capraij
, Erick Forno
, Andreanne Morin
, Anders Ulrik Eliasen
, Zhongli Xu
, Maarten Van Den Berge
, Martijn Nawijn
, Yang Li
, Wei Chen
, Louis Bont
, Klaus Bonnelykke

Juan Celedon, Gerard Koppelman, Cheng-Jian Xu

Onderzoeksoutput › Academic

Originele taal-2	English
Aantal pagina's	4
Tijdschrift	European Respiratory Journal
Volume	58
DOI's	https://doi.org/10.1183/13993003.congress-2021.PA3068
Status	Published - 5-sep.-2021

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10.1183/13993003.congress-2021.PA3068

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van Breugel, M., Qi, C., Jiang, Y., Pedersen, C.-E. T., Pethoukhov, I., Vonk, J., Gehring, U., Berg, M., Bugel, M., Capraij, O., Forno, E., Morin, A., Eliasen, A. U., Xu, Z., Van Den Berge, M., Nawijn, M., Li, Y., Chen, W., Bont, L., ... Xu, C.-J. (2021). Predicting childhood allergy using machine learning methods on multi-omics data. European Respiratory Journal, 58. https://doi.org/10.1183/13993003.congress-2021.PA3068

@article{7978c1e127d74811aac8c80e5bda324d,

title = "Predicting childhood allergy using machine learning methods on multi-omics data",

keywords = "Biomarkers, Asthma, Epigenetics",

author = "\{van Breugel\}, Merlijn and Cancan Qi and Yale Jiang and Pedersen, \{Casper-Emil Tingskov\} and Ilya Pethoukhov and Judith Vonk and Ulrike Gehring and Marijn Berg and Marnix Bugel and Orestes Capraij and Erick Forno and Andreanne Morin and Eliasen, \{Anders Ulrik\} and Zhongli Xu and \{Van Den Berge\}, Maarten and Martijn Nawijn and Yang Li and Wei Chen and Louis Bont and Klaus Bonnelykke and Juan Celedon and Gerard Koppelman and Cheng-Jian Xu",

year = "2021",

month = sep,

day = "5",

doi = "10.1183/13993003.congress-2021.PA3068",

language = "English",

volume = "58",

journal = "European Respiratory Journal",

issn = "0903-1936",

publisher = "EUROPEAN RESPIRATORY SOC JOURNALS LTD",

}

van Breugel, M , Qi, C, Jiang, Y, Pedersen, C-ET, Pethoukhov, I, Vonk, J, Gehring, U, Berg, M, Bugel, M, Capraij, O, Forno, E, Morin, A, Eliasen, AU, Xu, Z, Van Den Berge, M , Nawijn, M, Li, Y, Chen, W, Bont, L, Bonnelykke, K, Celedon, J, Koppelman, G & Xu, C-J 2021, 'Predicting childhood allergy using machine learning methods on multi-omics data', European Respiratory Journal, vol. 58. https://doi.org/10.1183/13993003.congress-2021.PA3068

TY - JOUR

T1 - Predicting childhood allergy using machine learning methods on multi-omics data

AU - van Breugel, Merlijn

AU - Qi, Cancan

AU - Jiang, Yale

AU - Pedersen, Casper-Emil Tingskov

AU - Pethoukhov, Ilya

AU - Vonk, Judith

AU - Gehring, Ulrike

AU - Berg, Marijn

AU - Bugel, Marnix

AU - Capraij, Orestes

AU - Forno, Erick

AU - Morin, Andreanne

AU - Eliasen, Anders Ulrik

AU - Xu, Zhongli

AU - Van Den Berge, Maarten

AU - Nawijn, Martijn

AU - Li, Yang

AU - Chen, Wei

AU - Bont, Louis

AU - Bonnelykke, Klaus

AU - Celedon, Juan

AU - Koppelman, Gerard

AU - Xu, Cheng-Jian

PY - 2021/9/5

Y1 - 2021/9/5

KW - Biomarkers

KW - Asthma

KW - Epigenetics

U2 - 10.1183/13993003.congress-2021.PA3068

DO - 10.1183/13993003.congress-2021.PA3068

M3 - Meeting Abstract

SN - 0903-1936

VL - 58

JO - European Respiratory Journal

JF - European Respiratory Journal

ER -