Predicting Influenza A Virus Infection in the Lung from Hematological Data with Machine Learning.

Autor: Jhutty SS; Frankfurt Institute for Advanced Studiesgrid.417999.b, Frankfurt am Main, Germany.; Faculty of Biological Sciences, Goethe University, Frankfurt am Main, Germany., Boehme JD; Immune Regulation Group, Helmholtz Centre for Infection Researchgrid.7490.a, Braunschweig, Germany.; Infection Immunology Group, Institute of Medical Microbiology, Infection Control and Prevention, Health Campus Immunology, Infectiology and Inflammation, Otto-von-Guericke-University Magdeburg, Magdeburg, Germany., Jeron A; Immune Regulation Group, Helmholtz Centre for Infection Researchgrid.7490.a, Braunschweig, Germany.; Infection Immunology Group, Institute of Medical Microbiology, Infection Control and Prevention, Health Campus Immunology, Infectiology and Inflammation, Otto-von-Guericke-University Magdeburg, Magdeburg, Germany., Volckmar J; Immune Regulation Group, Helmholtz Centre for Infection Researchgrid.7490.a, Braunschweig, Germany.; Infection Immunology Group, Institute of Medical Microbiology, Infection Control and Prevention, Health Campus Immunology, Infectiology and Inflammation, Otto-von-Guericke-University Magdeburg, Magdeburg, Germany., Schultz K; Immune Regulation Group, Helmholtz Centre for Infection Researchgrid.7490.a, Braunschweig, Germany.; Department of Infection Genetics, Helmholtz Centre for Infection Researchgrid.7490.a, Braunschweig, Germany., Schreiber J; Department of Pneumology, Health Campus Immunology, Infectiology and Inflammation, Otto-von-Guericke University Magdeburggrid.5807.a, Magdeburg, Germany., Schughart K; Department of Infection Genetics, Helmholtz Centre for Infection Researchgrid.7490.a, Braunschweig, Germany.; Department of Microbiology, Immunology, and Biochemistry, University of Tennessee Health Science Center, Memphis, Tennessee, USA.; University of Veterinary Medicine Hannover, Hannover, Germany., Zhou K; Frankfurt Institute for Advanced Studiesgrid.417999.b, Frankfurt am Main, Germany., Steinheimer J; Frankfurt Institute for Advanced Studiesgrid.417999.b, Frankfurt am Main, Germany., Stöcker H; Frankfurt Institute for Advanced Studiesgrid.417999.b, Frankfurt am Main, Germany.; Institut für Theoretische Physik, Goethe Universität Frankfurt, Frankfurt am Main, Germany.; GSI Helmholtzzentrum für Schwerionenforschung GmbH, Darmstadt, Germany., Stegemann-Koniszewski S; Department of Pneumology, Health Campus Immunology, Infectiology and Inflammation, Otto-von-Guericke University Magdeburggrid.5807.a, Magdeburg, Germany., Bruder D; Immune Regulation Group, Helmholtz Centre for Infection Researchgrid.7490.a, Braunschweig, Germany.; Infection Immunology Group, Institute of Medical Microbiology, Infection Control and Prevention, Health Campus Immunology, Infectiology and Inflammation, Otto-von-Guericke-University Magdeburg, Magdeburg, Germany., Hernandez-Vargas EA; Frankfurt Institute for Advanced Studiesgrid.417999.b, Frankfurt am Main, Germany.; Department of Mathematics and Statistical Science, University of Idaho, Moscow, Idaho, USA.; Institute for Modeling Collaboration and Innovation, University of Idaho, Moscow, Idaho, USA.

Publikováno v: MSystems [mSystems] 2022 Dec 20; Vol. 7 (6), pp. e0045922. Date of Electronic Publication: 2022 Nov 08.