Diagnosis and prediction of COVID-19 severity: can biochemical tests and machine learning be used as prognostic indicators?
Alexandre de Fátima Cobre, Dile Pontarolo Stremel, Guilhermina Rodrigues Noleto, Mariana Millan Fachi, Mônica Surek, Astrid Wiens, Fernanda S. Tonin, Roberto Pontarolo
Topics & Concepts
Naive Bayes classifierLinear discriminant analysisArtificial intelligenceReceiver operating characteristicMedicineFalse positive paradoxMachine learningCoronavirus disease 2019 (COVID-19)Predictive modellingDiseaseInternal medicineComputer scienceSupport vector machineInfectious disease (medical specialty)COVID-19 diagnosis using AICOVID-19 Clinical Research StudiesSARS-CoV-2 detection and testing