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Machine Learning Successfully Detects Patients with COVID-19 Prior to PCR Results and Predicts Their Survival Based on Standard Laboratory Parameters in an Observational Study.

Filip StyrzynskiDamir ZhakparovMarco SchmidDamian RoqueiroZuzanna Małgorzata ŁukasikJulia SolekJakub NowickiMilosz DobrogowskiJoanna Samanta MakowskaMilena SokolowskaKatja Baerenfaller
Published in: Infectious diseases and therapy (2022)
Our study provides sets of easily obtainable parameters that allow one to assess the status of a patient with SARS-CoV-2 infection, and the risk of a fatal disease outcome on hospital admission and during the course of the disease.
Keyphrases
  • machine learning
  • emergency department
  • healthcare
  • artificial intelligence
  • coronavirus disease
  • free survival