Minimizing postprandial hypoglycemia in Type 1 diabetes patients using multiple insulin injections and capillary blood glucose self-monitoring with machine learning techniques.-论文-万方医学网

第一作者： Silvia,Oviedo

第一单位： Institut d'Informatica i Aplicacions. Universitat de Girona, Spain. Electronic address: silvia.oviedo@udg.edu.

作者： Silvia,Oviedo ^[1] ; Ivan,Contreras ^[2] ; Arthur,Bertachi ^[3] ; Carmen,Quirós ^[4] ; Marga,Giménez ^[5] ; Ignacio,Conget ^[6] ; Josep,Vehi ^[7]

作者单位： Institut d'Informatica i Aplicacions. Universitat de Girona, Spain. Electronic address: silvia.oviedo@udg.edu. ^[1] Institut d'Informatica i Aplicacions. Universitat de Girona, Spain. Electronic address: ivancontrerasfd@gmail.com. ^[2] Institut d'Informatica i Aplicacions. Universitat de Girona, Spain; Federal University of Technology Paraná (UTFPR), Guarapuava 85053-525, Brazil. Electronic address: arthur.bertachi@udg.edu. ^[3] Servicio de Endocrinología y Nutrición. Hospital Universitari Mutua de Terrassa, Terrassa, Spain. Electronic address: cmquiros@clinic.cat. ^[4] Diabetes Unit. Endocrinology and Nutrition Dpt. IDIBAPS (Institut d'investigacions biomédiques August Pi I Sunyer), Barcelona, Spain; Centro de Investigación Biomédica en Red de Diabetes y Enfermedades Metabólicas Asociadas (CIBERDEM), Spain. Electronic address: gimenez@clinic.cat. ^[5] Diabetes Unit. Endocrinology and Nutrition Dpt. IDIBAPS (Institut d'investigacions biomédiques August Pi I Sunyer), Barcelona, Spain; Centro de Investigación Biomédica en Red de Diabetes y Enfermedades Metabólicas Asociadas (CIBERDEM), Spain. Electronic address: iconget@clinic.cat. ^[6] Institut d'Informatica i Aplicacions. Universitat de Girona, Spain; Centro de Investigación Biomédica en Red de Diabetes y Enfermedades Metabólicas Asociadas (CIBERDEM), Spain. Electronic address: josep.vehi@udg.edu. ^[7]

主题词成年人(Adult);算法(Algorithms);贝叶斯定理(Bayes Theorem);血糖(Blood Glucose);血糖自我监测(Blood Glucose Self-Monitoring);毛细血管(Capillaries);计算机模拟(Computer Simulation);糖尿病, 1型(Diabetes Mellitus, Type 1);假阳性反应(False Positive Reactions);女(雌)性(Female);人类(Humans);低血糖症(Hypoglycemia);降血糖药(Hypoglycemic Agents);胰岛素(Insulin);胰岛素输注系统(Insulin Infusion Systems);男(雄)性(Male);中年人(Middle Aged);正态分布(Normal Distribution);饭后期间(Postprandial Period);结果可重复性(Reproducibility of Results);回顾性研究(Retrospective Studies);敏感性与特异性(Sensitivity and Specificity)

DOI 10.1016/j.cmpb.2019.06.025

PMID 31416546

发布时间 2020-02-20

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Minimizing postprandial hypoglycemia in Type 1 diabetes patients using multiple insulin injections and capillary blood glucose self-monitoring with machine learning techniques.

Computer methods and programs in biomedicine

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Computer methods and programs in biomedicine

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Minimizing postprandial hypoglycemia in Type 1 diabetes patients using multiple insulin injections and capillary blood glucose self-monitoring with machine learning techniques.

Computer methods and programs in biomedicine

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Computer methods and programs in biomedicine

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