Explainable and Interpretable Machine Learning for Antimicrobial Stewardship: Opportunities and Challenges
Daniele Roberto Giacobbe, Cristina Marelli, Sabrina Guastavino, Sara Mora, Nicola Rosso, Alessio Signori, Cristina Campi, Mauro Giacomini, Matteo Bassetti
Topics & Concepts
InterpretabilityAntimicrobial stewardshipMedicineStewardship (theology)Psychological interventionArtificial intelligenceMachine learningAntimicrobialMedical prescriptionWorkflowRisk analysis (engineering)Antibiotic resistanceComputer sciencePharmacologyNursingBiologyDatabasePolitical scienceMicrobiologyPoliticsAntibioticsLawMachine Learning in HealthcareMeta-analysis and systematic reviewsBacterial Identification and Susceptibility Testing