Digital health, applications of machine learning in health care, mathematical and statistical modelling in biomedicine
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Selected Publications
, James, Anna, Meier-Girard, Delphine, Kupczyk, Maciej, Andersson, Lars I., Bossios, Apostolos, Mikus, Maria, Junya, Ono, Kenji, Izuhara, Middelveld, Roelinde, Dahlén, Barbro, Gaga, Mina, Siafakas, Nikos M., Papi, Alberto, Beghe, Bianca, Joos, Guy, Rabe, Klaus F., Sterk, Peter J., Bel, Elisabeth H., et al. (2021). Lung function fluctuation patterns unveil asthma and COPD phenotypes unrelated to type 2 inflammation. The Journal of Allergy & Clinical Immunology, 148(2), 407–419. https://doi.org/10.1016/j.jaci.2020.12.652
, James, Anna, Meier-Girard, Delphine, Kupczyk, Maciej, Andersson, Lars I., Bossios, Apostolos, Mikus, Maria, Junya, Ono, Kenji, Izuhara, Middelveld, Roelinde, Dahlén, Barbro, Gaga, Mina, Siafakas, Nikos M., Papi, Alberto, Beghe, Bianca, Joos, Guy, Rabe, Klaus F., Sterk, Peter J., Bel, Elisabeth H., et al. (2021). Lung function fluctuation patterns unveil asthma and COPD phenotypes unrelated to type 2 inflammation. The Journal of Allergy & Clinical Immunology, 148(2), 407–419. https://doi.org/10.1016/j.jaci.2020.12.652
Sinha, Anirban, Lutter, René, Xu, Binbin, Dekker, Tamara, Dierdorp, Barbara, Sterk, Peter J., Frey, Urs, & . (2019). Loss of adaptive capacity in asthmatic patients revealed by biomarker fluctuation dynamics after rhinovirus challenge. eLife, 8, e47969. https://doi.org/10.7554/elife.47969
Sinha, Anirban, Lutter, René, Xu, Binbin, Dekker, Tamara, Dierdorp, Barbara, Sterk, Peter J., Frey, Urs, & . (2019). Loss of adaptive capacity in asthmatic patients revealed by biomarker fluctuation dynamics after rhinovirus challenge. eLife, 8, e47969. https://doi.org/10.7554/elife.47969
, Ojosnegros, Samuel, & Beerenwinkel, Niko. (2011). The evolution of virulence in RNA viruses under a competition-colonization trade-off. Bulletin of Mathematical Biology, 73(8), 1881–1908. https://doi.org/10.1007/s11538-010-9596-2
, Ojosnegros, Samuel, & Beerenwinkel, Niko. (2011). The evolution of virulence in RNA viruses under a competition-colonization trade-off. Bulletin of Mathematical Biology, 73(8), 1881–1908. https://doi.org/10.1007/s11538-010-9596-2
, & Shapiro, Michael. (2011). A model of host response to a multi-stage pathogen. Journal of Mathematical Biology, 63(2), 201–227. https://doi.org/10.1007/s00285-010-0365-5
, & Shapiro, Michael. (2011). A model of host response to a multi-stage pathogen. Journal of Mathematical Biology, 63(2), 201–227. https://doi.org/10.1007/s00285-010-0365-5