Basal Glucose Control in Type 1 Diabetes using Deep Reinforcement
Learning: An In Silico Validation

Basal Glucose Control in Type 1 Diabetes using Deep Reinforcement Learning: An In Silico Validation

18 May 2020

Pantelis Georgiou

Papers citing "Basal Glucose Control in Type 1 Diabetes using Deep Reinforcement Learning: An In Silico Validation"

15 / 15 papers shown

Title
The Role of Artificial Intelligence in Enhancing Insulin Recommendations and Therapy Outcomes Maria Panagiotou Knut Stroemmen Lorenzo Brigato Bastiaan E. de Galan S. Mougiakakou 34 0 0 24 Mar 2025
GlucOS: Security, correctness, and simplicity for automated insulin delivery Hari Venugopalan Shreyas Madhav Ambattur Vijayanand Caleb Stanford Stephanie Crossen Samuel T. King AI4TS 19 0 0 26 Jun 2024
DTR-Bench: An in silico Environment and Benchmark Platform for Reinforcement Learning Based Dynamic Treatment Regime Zhiyao Luo Mingcheng Zhu Fenglin Liu Jiali Li Yangchen Pan Jiandong Zhou Tingting Zhu OffRL 30 3 0 28 May 2024
An Improved Strategy for Blood Glucose Control Using Multi-Step Deep Reinforcement Learning Weiwei Gu Senquan Wang 35 5 0 12 Mar 2024
Deep Reinforcement Learning Empowered Activity-Aware Dynamic Health Monitoring Systems Ziqiang Ye Yulan Gao Yue Xiao Zehui Xiong Dusit Niyato 13 2 0 19 Jan 2024
End-to-end Offline Reinforcement Learning for Glycemia Control Tristan Beolet Alice Adenis E. Huneker Maxime Louis OffRL 30 1 0 16 Oct 2023
Using Reinforcement Learning to Simplify Mealtime Insulin Dosing for People with Type 1 Diabetes: In-Silico Experiments Anas El Fathi Marc D. Breton OffRL 11 3 0 17 Sep 2023
Basal-Bolus Advisor for Type 1 Diabetes (T1D) Patients Using Multi-Agent Reinforcement Learning (RL) Methodology Mehrad Jaloli M. Cescon OffRL 22 5 0 17 Jul 2023
Hybrid Control Policy for Artificial Pancreas via Ensemble Deep Reinforcement Learning Wenzhou Lv Tianyu Wu Luolin Xiong Liang Wu Jianglei Zhou Yang Tang Feng Qian 28 2 0 13 Jul 2023
Towards Real-World Applications of Personalized Anesthesia Using Policy Constraint Q Learning for Propofol Infusion Control Xiuding Cai Jiao Chen Yaoyao Zhu Beiming Wang Yu Yao OffRL 34 5 0 17 Mar 2023
Deep Offline Reinforcement Learning for Real-world Treatment Optimization Applications Mila Nambiar Supriyo Ghosh P. Ong Y. E. Chan Y. Bee Pavitra Krishnaswamy OffRL 26 20 0 15 Feb 2023
Offline Reinforcement Learning for Safer Blood Glucose Control in People with Type 1 Diabetes Harry Emerson Matt Guy Ryan McConville OffRL 24 46 0 07 Apr 2022
Safe Linear Leveling Bandits Ilker Demirel Mehmet Ufuk Ozdemir Cem Tekin 17 1 0 13 Dec 2021
ESCADA: Efficient Safety and Context Aware Dose Allocation for Precision Medicine Ilker Demirel Ahmet Çelik Cem Tekin 31 4 0 26 Nov 2021
Reinforcement Learning for Intelligent Healthcare Systems: A Comprehensive Survey A. Abdellatif N. Mhaisen Z. Chkirbene Amr M. Mohamed A. Erbad M. Guizani OffRL AI4TS 15 21 0 05 Aug 2021