A multi-level hypoglycemia early alarm system based on sequence pattern mining - Yu, Xia; Ma, Ning; Yang, Tao; Zhang, Yawen; Miao, Qing; Tao, Junjun; Li, Hongru; Li, Yiming; Yang, Yehong (BMC medical informatics and decision making, 2021)
Keywords: Accuracy; Alarm systems; Algorithms; Analysis; Blood Glucose; Blood Glucose Self-Monitoring; Blood sugar monitoring; Care and treatment; Data mining; Dengue fever; Diabetes; Diabetes mellitus; Diabetes Mellitus, Type 1; Diagnosis; Evaluation; Explainable AI in Medical Informatics and Decision Support; Glucose; Glucose monitoring; Health Informatics; Humans; Hyperglycemia; Hypoglycemia; Hypoglycemia - diagnosis; Hypoglycemia early alarm; Information Systems and Communication Service; Machine learning; Management of Computing and Information Systems; Medicine; Medicine & Public Health; modeling; Monitoring, Ambulatory; Pattern analysis; Precision medicine; Prefix span; Prevention; Research Article; Sensitivity; Sequential pattern mining; technology; Thresholds; China; Prefix span; Hypoglycemia early alarm; Diabetes mellitus; Sequential pattern mining