Data Leakage in Health Outcomes Prediction With Machine Learning. Comment on “Prediction of Incident Hypertension Within the Next Year: Prospective Study Using Statewide Electronic Health Records and Machine Learning”
Alexandre Dias Porto Chiavegatto Filho, André Filipe de Moraes Batista, Hellen Geremias dos Santos
Topics & Concepts
Health recordsElectronic health recordHealth dataMedicineLeakage (economics)Computer scienceArtificial intelligenceMachine learningData miningHealth careMacroeconomicsEconomic growthEconomicsMachine Learning in HealthcareArtificial Intelligence in HealthcareBlood Pressure and Hypertension Studies