This paper is in the following e-collection/theme issue:

Clinical Information and Decision Making (1407) Diabetes Health Services and System Innovations (117)

Published on in Vol 23, No 7 (2021): July

Preprints (earlier versions) of this paper are available at https://preprints.jmir.org/preprint/27858, first published .
Effective Treatment Recommendations for Type 2 Diabetes Management Using Reinforcement Learning: Treatment Recommendation Model Development and Validation

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

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

Authors of this article:

Xingzhi Sun1 Author Orcid Image ;   Yong Mong Bee2, 3 Author Orcid Image ;   Shao Wei Lam4, 5 Author Orcid Image ;   Zhuo Liu1 Author Orcid Image ;   Wei Zhao1 Author Orcid Image ;   Sing Yi Chia6 Author Orcid Image ;   Hanis Abdul Kadir5, 6 Author Orcid Image ;   Jun Tian Wu4 Author Orcid Image ;   Boon Yew Ang4 Author Orcid Image ;   Nan Liu4, 5 Author Orcid Image ;   Zuo Lei1 Author Orcid Image ;   Zhuoyang Xu1 Author Orcid Image ;   Tingting Zhao1 Author Orcid Image ;   Gang Hu1 Author Orcid Image ;   Guotong Xie1, 7, 8 Author Orcid Image
Article Authors Cited by (12) Tweetations (7) Metrics

Xingzhi Sun   1 * , PhD ;   Yong Mong Bee   2, 3 * , MBBS, MRCP ;   Shao Wei Lam   4, 5 , MEng, PhD ;   Zhuo Liu   1 , MSc ;   Wei Zhao   1 , PhD ;   Sing Yi Chia   6 , BSc ;   Hanis Abdul Kadir   5, 6 , BSc ;   Jun Tian Wu   4 , MPH ;   Boon Yew Ang   4 , MTech ;   Nan Liu   4, 5 , PhD ;   Zuo Lei   1 , MSc ;   Zhuoyang Xu   1 , MSc ;   Tingting Zhao   1 , MSc ;   Gang Hu   1 , PhD ;   Guotong Xie   1, 7, 8 , PhD

1 Ping An Healthcare Technology, Beijing, China

2 Department of Endocrinology, Singapore General Hospital, Singapore, Singapore

3 SingHealth Duke-NUS Diabetes Centre, Singapore Health Services, Singapore, Singapore

4 Health Services Research Centre, Singapore Health Services, Singapore, Singapore

5 Health Services and Systems Research, Duke-NUS Medical School, Singapore, Singapore

6 Health Services Research Unit, Singapore General Hospital, Singapore, Singapore

7 Ping An Healthcare and Technology Co, Ltd, Shanghai, China

8 Ping An International Smart City Technology Co, Ltd, Shenzhen, China

*these authors contributed equally

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