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Predicting hypoglycemia in critically Ill patients using machine learning and electronic health records

Sreekar Mantena, Aldo Robles Arévalo, Jason H. Maley, Susana M. Vieira, Roselyn Mateo-Collado, João M. C. Sousa, Leo Anthony Celi

2021Journal of Clinical Monitoring and Computing22 citationsDOIOpen Access PDF

Topics & Concepts

MedicineHypoglycemiaIntensive care unitCritically illMachine learningEmergency medicineIntensive careIntensive care medicineArtificial intelligenceComputer scienceInternal medicineInsulinHyperglycemia and glycemic control in critically ill and hospitalized patientsDiabetes Management and ResearchSepsis Diagnosis and Treatment
Predicting hypoglycemia in critically Ill patients using machine learning and electronic health records | Litcius