Machine Learning Prediction of Hypoglycemia and Hyperglycemia From Electronic Health Records: Algorithm Development and Validation

Harald Witte   ¹ , PhD ;   Christos Nakas   ^{1, 2} , PhD ;   Lia Bally   ³ , MD ;   Alexander Benedikt Leichtle   ^{1, 4} , MD

¹ University Institute of Clinical Chemistry, Inselspital - Bern University Hospital and University of Bern, Bern, Switzerland

² Laboratory of Biometry, University of Thessaly, Volos, Greece

³ Department of Diabetes, Endocrinology, Nutritional Medicine and Metabolism, Inselspital - Bern University Hospital and University of Bern, Bern, Switzerland

⁴ Center of Artificial Intelligence in Medicine, University of Bern, Bern, Switzerland