Performance evaluation of selected decision tree algorithms for COVID-19 diagnosis using routine clinical data
Mostafa Shanbehzadeh, Hadi Kazemi-Arpanahi, Raoof Nopour
Abstract
What is "already known" in this topic: COVID-19 is the most dangerous and highly contagious disease with unknown clinical aspects. Currently, in the lack of effective treatment or vaccine, the early diagnosis of COVID-19 is the key to its treatment, implement early isolation and quarantine strategies.
Topics & Concepts
Decision treeCoronavirus disease 2019 (COVID-19)AlgorithmComputer scienceDecision tree learningData miningTree (set theory)Machine learningArtificial intelligenceMedicineMathematicsPathologyInfectious disease (medical specialty)Mathematical analysisDiseaseCOVID-19 diagnosis using AICOVID-19 Clinical Research StudiesArtificial Intelligence in Healthcare