Use of Artificial Intelligence to Improve Diabetes Outcomes in Patients Using Multiple Daily Injections Therapy

被引:19
作者
Forlenza, Gregory P. [1 ]
机构
[1] Univ Colorado Denver, Barbara Davis Ctr, Pediat Endocrinol, Aurora, CO USA
基金
美国国家卫生研究院;
关键词
Type; 1; diabetes; Artificial intelligence; Multiple daily injections; Automated decision support; INSULIN DELIVERY-SYSTEM; TYPE-1; ADOLESCENTS; CHILDREN; SAFETY; STATE; PUMP;
D O I
10.1089/dia.2019.0077
中图分类号
R5 [内科学];
学科分类号
1002 ; 100201 ;
摘要
[No abstract available]
引用
收藏
页码:S4 / S8
页数:5
相关论文
共 32 条
[1]  
American Diabetes Association, 2019, Diabetes Care, V42, pS71, DOI [DOI 10.2337/DC19-S007, 10.2337/dc19-S007]
[2]  
[Anonymous], 2018, DREAMED ADVISOR PRO
[3]   Artificial pancreas treatment for outpatients with type 1 diabetes: systematic review and meta-analysis [J].
Bekiari, Eleni ;
Kitsios, Konstantinos ;
Thabit, Hood ;
Tauschmann, Martin ;
Athanasiadou, Eleni ;
Karagiannis, Thomas ;
Haidich, Anna-Bettina ;
Hovorka, Roman ;
Tsapas, Apostolos .
BMJ-BRITISH MEDICAL JOURNAL, 2018, 361
[4]   Safety of a Hybrid Closed-Loop Insulin Delivery System in Patients With Type 1 Diabetes [J].
Bergenstal, Richard M. ;
Garg, Satish ;
Weinzimer, Stuart A. ;
Buckingham, Bruce A. ;
Bode, Bruce W. ;
Tamborlane, William V. ;
Kaufman, Francine R. .
JAMA-JOURNAL OF THE AMERICAN MEDICAL ASSOCIATION, 2016, 316 (13) :1407-1408
[5]   Continuous Glucose Monitoring and Insulin Informed Advisory System with Automated Titration and Dosing of Insulin Reduces Glucose Variability in Type 1 Diabetes Mellitus [J].
Breton, Marc D. ;
Patek, Stephen D. ;
Lv, Dayu ;
Schertz, Elaine ;
Robic, Jessica ;
Pinnata, Jennifer ;
Kollar, Laura ;
Barnett, Charlotte ;
Wakeman, Christian ;
Oliveri, Mary ;
Fabris, Chiara ;
Chernavvsky, Daniel ;
Kovatchev, Boris P. ;
Anderson, Stacey M. .
DIABETES TECHNOLOGY & THERAPEUTICS, 2018, 20 (08) :531-540
[6]  
Cappon Giacomo, 2018, J Diabetes Sci Technol, V12, P265, DOI 10.1177/1932296818759558
[7]   Artificial Intelligence for Diabetes Management and Decision Support: Literature Review [J].
Contreras, Ivan ;
Vehi, Josep .
JOURNAL OF MEDICAL INTERNET RESEARCH, 2018, 20 (05)
[8]   Artificial Pancreas as an Effective and Safe Alternative in Patients with Type 1 Diabetes Mellitus: A Systematic Review and Meta-Analysis [J].
Dai, Xia ;
Luo, Zu-chun ;
Zhai, Lu ;
Zhao, Wen-piao ;
Huang, Feng .
DIABETES THERAPY, 2018, 9 (03) :1269-1277
[9]   Transforming Diabetes Care Through Artificial Intelligence: The Future Is Here [J].
Dankwa-Mullan, Irene ;
Rivo, Marc ;
Sepulveda, Marisol ;
Park, Yoonyoung ;
Snowdon, Jane ;
Rhee, Kyu .
POPULATION HEALTH MANAGEMENT, 2019, 22 (03) :229-242
[10]   Adjustment of Open-Loop Settings to Improve Closed-Loop Results in Type 1 Diabetes: A Multicenter Randomized Trial [J].
Dassau, Eyal ;
Brown, Sue A. ;
Basu, Ananda ;
Pinsker, Jordan E. ;
Kudva, Yogish C. ;
Gondhalekar, Ravi ;
Patek, Steve ;
Lv, Dayu ;
Schiavon, Michele ;
Lee, Joon Bok ;
Man, Chiara Dalla ;
Hinshaw, Ling ;
Castorino, Kristin ;
Mallad, Ashwini ;
Dadlani, Vikash ;
McCrady-Spitzer, Shelly K. ;
McElwee-Malloy, Molly ;
Wakeman, Christian A. ;
Bevier, Wendy C. ;
Bradley, Paige K. ;
Kovatchev, Boris ;
Cobelli, Claudio ;
Zisser, Howard C. ;
Doyle, Francis J., III .
JOURNAL OF CLINICAL ENDOCRINOLOGY & METABOLISM, 2015, 100 (10) :3878-3886