A Machine Learning Approach to Minimize Nocturnal Hypoglycemic Events in Type 1 Diabetic Patients under Multiple Doses of Insulin.

导出 OA

翻译打印收藏纠错

第一作者： Adrià,Parcerisas

第一单位： Institut d'Informàtica i Aplicacions, Universitat de Girona, 17003 Girona, Spain.

作者： Adrià,Parcerisas ^[1] ; Ivan,Contreras ^[1] ; Alexia,Delecourt ^[1] ; Arthur,Bertachi ^[2] ; Aleix,Beneyto ^[1] ; Ignacio,Conget ^[3] ; Clara,Viñals ^[4] ; Marga,Giménez ^[5] ; Josep,Vehi ^[3]

作者单位： Institut d'Informàtica i Aplicacions, Universitat de Girona, 17003 Girona, Spain. ^[1] Campus Guarapuava, Federal University of Technology-Paraná (UTFPR), Guarapuava 85053-525, Brazil. ^[2] Endocrinology and Diabetes Unit, Hospital Clínic, 08036 Barcelona, Spain. ^[3] Centro de Investigación Biomédica en Red de Diabetes y Enfermedades Metabólicas Asociadas (CIBERDEM), 28029 Madrid, Spain. ^[4] Institut d'Investigacions Biomèdiques August Pi i Sunyer, 08036 Barcelona, Spain. ^[5]

关键词 hypoglycemia machine learning multiple daily injections prediction model support vector machine type 1 diabetes

主题词血糖(Blood Glucose);血糖自我监测(Blood Glucose Self-Monitoring);糖尿病, 1型(Diabetes Mellitus, Type 1);人类(Humans);降血糖药(Hypoglycemic Agents);胰岛素(Insulin);胰岛素输注系统(Insulin Infusion Systems)

DOI 10.3390/s22041665

PMID 35214566

发布时间 2022-03-01

翻译满意度评价：

准确一般字义偏差语意偏离译文作用小提交