Generalization of a Deep Learning Model for Continuous Glucose Monitoring–Based Hypoglycemia Prediction: Algorithm Development and Validation Study - Shao, Jian; Pan, Ying; Kou, Wei-Bin; Feng, Huyi; Zhao, Yu; Zhou, Kaixin; Zhong, Shao (JMIR medical informatics, 2024)
Keywords: Algorithms; Artificial Intelligence; Artificial Intelligence in Diabetes Care and Prevention; Clinical Information and Decision Making; Computer-Aided Diagnosis; Datasets; Decision Support for Health Professionals; Deep learning; Development and Evaluation of Research Methods, Instruments and Tools; Diabetes; Diabetes Self-Management; False alarms; Glucose monitoring; Glucose Tracking and Self-Monitoring of Blood Glucose; Hypoglycemia; Insulin resistance; Machine Learning; Original Paper; Performance evaluation; Support vector machines; United States--US; glucose; type 1 diabetes; LSTM; hypoglycemia prediction; predictive; hypoglycemic; machine learning; deep learning; type 2 diabetes; generalization; hypoglycemia; prediction; blood sugar; continuous glucose monitoring; diabetes; long short-term memory