OIDPR: Optimized insulin dosage via privacy‐preserving reinforcement learning

• Main Authors: YING, Zuobin, ZHANG, Yun, CAO, Shuanglong, XU, Shengmin, MA, Maode
• Format: text
• Language: English
• Published: Institutional Knowledge at Singapore Management University 2021
• Subjects: additive secret sharing; individualization dosing delivery; privacy-preserving; Medicine and Health Sciences; Software Engineering
• Online Access: https://ink.library.smu.edu.sg/sis_research/5182; https://doi.org/10.1002/ett.3953
• Institution: Singapore Management University

The precision of insulin dosage is essential in the process of diabetes treatment. The fact is providing precise dosage is almost impossible for clinicians since blood sugar levels are dynamically affected by many factors. Even though some auxiliary dosing systems have been proposed, the required re...