Application of machine learning algorithms to identify serological predictors of COVID-19 severity and outcomes.

Autor: Dhakal S; W. Harry Feinstone Department of Molecular Microbiology and Immunology, Johns Hopkins Bloomberg School of Public Health, Baltimore, MD, USA.; Department of Diagnostic Medicine/Pathobiology, College of Veterinary Medicine, Kansas State University, Manhattan, KS, USA., Yin A; W. Harry Feinstone Department of Molecular Microbiology and Immunology, Johns Hopkins Bloomberg School of Public Health, Baltimore, MD, USA., Escarra-Senmarti M; Division of Rheumatology, Johns Hopkins School of Medicine, Baltimore, MD, USA., Demko ZO; Department of Medicine, Johns Hopkins School of Medicine, Baltimore, MD, USA., Pisanic N; Department of Environmental Health and Engineering, Johns Hopkins Bloomberg School of Public Health, Baltimore, MD, USA., Johnston TS; Department of Environmental Health and Engineering, Johns Hopkins Bloomberg School of Public Health, Baltimore, MD, USA., Trejo-Zambrano MI; Division of Rheumatology, Johns Hopkins School of Medicine, Baltimore, MD, USA., Kruczynski K; Department of Environmental Health and Engineering, Johns Hopkins Bloomberg School of Public Health, Baltimore, MD, USA., Lee JS; W. Harry Feinstone Department of Molecular Microbiology and Immunology, Johns Hopkins Bloomberg School of Public Health, Baltimore, MD, USA., Hardick JP; Division of Infectious Diseases, Department of Medicine, Johns Hopkins School of Medicine, Baltimore, MD, USA., Shea P; W. Harry Feinstone Department of Molecular Microbiology and Immunology, Johns Hopkins Bloomberg School of Public Health, Baltimore, MD, USA., Shapiro JR; W. Harry Feinstone Department of Molecular Microbiology and Immunology, Johns Hopkins Bloomberg School of Public Health, Baltimore, MD, USA., Park HS; W. Harry Feinstone Department of Molecular Microbiology and Immunology, Johns Hopkins Bloomberg School of Public Health, Baltimore, MD, USA., Parish MA; W. Harry Feinstone Department of Molecular Microbiology and Immunology, Johns Hopkins Bloomberg School of Public Health, Baltimore, MD, USA., Caputo C; W. Harry Feinstone Department of Molecular Microbiology and Immunology, Johns Hopkins Bloomberg School of Public Health, Baltimore, MD, USA., Ganesan A; W. Harry Feinstone Department of Molecular Microbiology and Immunology, Johns Hopkins Bloomberg School of Public Health, Baltimore, MD, USA., Mullapudi SK; Department of Medicine, Johns Hopkins School of Medicine, Baltimore, MD, USA., Gould SJ; Department of Biological Chemistry, Johns Hopkins School of Medicine, Baltimore, MD, USA., Betenbaugh MJ; Department of Chemical and Biomolecular Engineering, Advanced Mammalian Biomanufacturing Innovation Center, Johns Hopkins University, Baltimore, MD, USA., Pekosz A; W. Harry Feinstone Department of Molecular Microbiology and Immunology, Johns Hopkins Bloomberg School of Public Health, Baltimore, MD, USA.; Department of Environmental Health and Engineering, Johns Hopkins Bloomberg School of Public Health, Baltimore, MD, USA.; Division of Infectious Diseases, Department of Medicine, Johns Hopkins School of Medicine, Baltimore, MD, USA., Heaney CD; Department of Environmental Health and Engineering, Johns Hopkins Bloomberg School of Public Health, Baltimore, MD, USA.; Department of Epidemiology, Johns Hopkins Bloomberg School of Public Health, Baltimore, MD, USA.; Department of International Health, Johns Hopkins Bloomberg School of Public Health, Baltimore, MD, USA., Antar AAR; Department of Medicine, Johns Hopkins School of Medicine, Baltimore, MD, USA., Manabe YC; W. Harry Feinstone Department of Molecular Microbiology and Immunology, Johns Hopkins Bloomberg School of Public Health, Baltimore, MD, USA.; Department of Medicine, Johns Hopkins School of Medicine, Baltimore, MD, USA.; Department of International Health, Johns Hopkins Bloomberg School of Public Health, Baltimore, MD, USA., Cox AL; W. Harry Feinstone Department of Molecular Microbiology and Immunology, Johns Hopkins Bloomberg School of Public Health, Baltimore, MD, USA.; Division of Infectious Diseases, Department of Medicine, Johns Hopkins School of Medicine, Baltimore, MD, USA., Karaba AH; Department of Medicine, Johns Hopkins School of Medicine, Baltimore, MD, USA., Andrade F; Division of Rheumatology, Johns Hopkins School of Medicine, Baltimore, MD, USA., Zeger SL; Department of Biostatistics, Johns Hopkins Bloomberg School of Public Health, Baltimore, MD, USA., Klein SL; W. Harry Feinstone Department of Molecular Microbiology and Immunology, Johns Hopkins Bloomberg School of Public Health, Baltimore, MD, USA. sklein2@jhu.edu.; Division of Infectious Diseases, Department of Medicine, Johns Hopkins School of Medicine, Baltimore, MD, USA. sklein2@jhu.edu.; Department of International Health, Johns Hopkins Bloomberg School of Public Health, Baltimore, MD, USA. sklein2@jhu.edu.

Publikováno v: Communications medicine [Commun Med (Lond)] 2024 Nov 26; Vol. 4 (1), pp. 249. Date of Electronic Publication: 2024 Nov 26.