Effective Treatment Recommendations for Type 2 Diabetes Management Using Reinforcement Learning: Treatment Recommendation Model Development and Validation

• Main Authors: Xingzhi Sun (Author), Yong Mong Bee (Author), Shao Wei Lam (Author), Zhuo Liu (Author), Wei Zhao (Author), Sing Yi Chia (Author), Hanis Abdul Kadir (Author), Jun Tian Wu (Author), Boon Yew Ang (Author), Nan Liu (Author), Zuo Lei (Author), Zhuoyang Xu (Author), Tingting Zhao (Author), Gang Hu (Author), Guotong Xie (Author)
• Format: Book
• Published: JMIR Publications, 2021-07-01T00:00:00Z.
• Subjects: article
• Online Access: Connect to this object online.

BackgroundType 2 diabetes mellitus (T2DM) and its related complications represent a growing economic burden for many countries and health systems. Diabetes complications can be prevented through better disease control, but there is a large gap between the recommended treatment and the treatment that...