Bolus Insulin calculation without meal information. A reinforcement learning approach
Author:
Funder
España Ministerio de Ciencia e Innovación
Publisher
Elsevier BV
Subject
Artificial Intelligence,Medicine (miscellaneous)
Reference45 articles.
1. Type 1 diabetes mellitus;Katsarou;Nat Rev Dis Primers,2017
2. Type 1 diabetes;Atkinson;Lancet,2014
3. Role of chronic and acute hyperglycemia in the development of diabetes complications;Marcovecchio;Diabetes Technol Ther,2011
4. Basal-bolus insulin regimen for hospitalised patients with COVID-19 and diabetes mellitus: a practical approach;Attri;Diabetes Therapy,2020
5. Fast-acting insulin aspart improves glycemic control in basal-bolus treatment for type 1 diabetes: results of a 26-week multicenter, active-controlled, treat-to-target, randomized, parallel-group trial (onset 1);Russell-Jones;Diabetes Care,2017
Cited by 5 articles. 订阅此论文施引文献 订阅此论文施引文献，注册后可以免费订阅5篇论文的施引文献，订阅后可以查看论文全部施引文献
1. An automatic deep reinforcement learning bolus calculator for automated insulin delivery systems;Scientific Reports;2024-07-02
2. Application of machine learning in affordable and accessible insulin management for type 1 and 2 diabetes: A comprehensive review;Artificial Intelligence in Medicine;2024-05
3. An ensemble machine learning approach for the detection of unannounced meals to enhance postprandial glucose control;Computers in Biology and Medicine;2024-03
4. Auto adaptation of closed-loop insulin delivery system using continuous reward functions and incremental discretization;Computer Methods in Biomechanics and Biomedical Engineering;2023-08-07
5. Evaluation of Offline Reinforcement Learning for Blood Glucose Level Control in Type 1 Diabetes;IEEE Access;2023
1.学者识别学者识别
2.学术分析学术分析
3.人才评估人才评估
"同舟云学术"是以全球学者为主线，采集、加工和组织学术论文而形成的新型学术文献查询和分析系统，可以对全球学者进行文献检索和人才价值评估。用户可以通过关注某些学科领域的顶尖人物而持续追踪该领域的学科进展和研究前沿。经过近期的数据扩容，当前同舟云学术共收录了国内外主流学术期刊6万余种，收集的期刊论文及会议论文总量共计约1.5亿篇，并以每天添加12000余篇中外论文的速度递增。我们也可以为用户提供个性化、定制化的学者数据。欢迎来电咨询！咨询电话：010-8811{复制后删除}0370
www.globalauthorid.com
TOP
Copyright © 2019-2024 北京同舟云网络信息技术有限公司 京公网安备11010802033243号 京ICP备18003416号-3