Early temporal prediction of Type 2 Diabetes Risk Condition from a General Practitioner Electronic Health Record: A Multiple Instance Boosting Approach
Michele Bernardini, Micaela Morettini, Luca Romeo, Emanuele Frontoni, Laura Burattini
Topics & Concepts
Boosting (machine learning)Computer scienceType 2 diabetesMachine learningArtificial intelligenceHealth recordsF1 scoreInsulin resistanceElectronic health recordPredictive analyticsMedicineData miningDiabetes mellitusObesityInternal medicineHealth careEconomic growthEconomicsEndocrinologyMachine Learning in HealthcareArtificial Intelligence in HealthcareTime Series Analysis and Forecasting