Explaining machine learning based diagnosis of COVID-19 from routine blood tests with decision trees and criteria graphs
Marcos Antônio Alves, Giulia Zanon de Castro, Bruno Alberto Soares Oliveira, Leonardo Augusto Ferreira, J.A. Ramírez, Rodrigo Silva, Frederico Gadelha Guimarães
Topics & Concepts
Decision treeCoronavirus disease 2019 (COVID-19)Machine learningComputer scienceArtificial intelligenceSevere acute respiratory syndrome coronavirus 2 (SARS-CoV-2)2019-20 coronavirus outbreakMedicineVirologyPathologyInfectious disease (medical specialty)OutbreakDiseaseCOVID-19 diagnosis using AIMachine Learning in HealthcareAnomaly Detection Techniques and Applications