A machine learning model for optimizing treatment of patients with poorly controlled type 2 diabetes
The TiP DecScore effectively guides personalized selection between SGLT-2i and GLP-1RA therapies for T2D patients.
Authors
- Yuancheng Dai
- Zunhai Zhou (ORCID: https://orcid.org/0000-0001-7572-2575)
- Shuhui Yang
- Ping Feng (ORCID: https://orcid.org/0000-0001-5488-0814)
- Juan Shi (ORCID: https://orcid.org/0000-0003-0785-7763)
- P. Liu
- J. Li
- Chunfang Wen
- Yifei Zhang (ORCID: https://orcid.org/0000-0003-0272-0602)
- Ying Peng
- Shengli Wu
- Haonan Shi (ORCID: https://orcid.org/0009-0006-1445-9156)
- C.Y. Yu
- Fengmei Xu
- Zhiyun Zhao (ORCID: https://orcid.org/0000-0001-5950-2732)
- Aifang Wang
- Shan Huang
- Xiaolin Ye
- Guang Ning
- Yi Shu
- Yi Shi
- Lei Chen
- Yufan Wang
- Cong Liu
- Yunsong Li
- Dandan Wang
- Hongxia Zhao
- Jiahang Hu
- Weiwei Tu
Institutions
- Tongji University (CN)
- Sun Yat-sen University (CN)
- Shanghai Jiao Tong University (CN)
- Nantong University (CN)
- National Health and Family Planning Commission (CN)
- Wenzhou Medical University (CN)
- Ruijin Hospital (CN)
- Northwest University (CN)
- Hefei Design and Research Institute of Coal Industry (China) (CN)
- Zhumadian Central Hospital (CN)
- Sixth Affiliated Hospital of Sun Yat-sen University (CN)
- Linyi People's Hospital (CN)
- Beijing Academy of Artificial Intelligence (CN)
- Tongren Hospital (CN)
- Shangqiu First People's Hospital (CN)
- Suzhou Municipal Hospital (CN)
- Honghe University (CN)
- The Affiliated Taizhou People's Hospital of Nanjing Medical University (CN)
- Taizhou Central Hospital (CN)
- Shantou Central Hospital (CN)
- Karamay Central Hospital (CN)
- Affiliated Hangzhou First People's Hospital, Westlake University, School of Medicine (CN)
- Zhejiang Taizhou Hospital (CN)
- Cixian People's Hospital (CN)
- Yuxian People's Hospital (CN)
- Anyang Hospital of Traditional Chinese Medicine (CN)
- Taizhou University (CN)
- Nanjing Medical University (CN)
- Nanjing University (CN)
Publication Details
- Journal
- Communications Medicine
- Published
- 2026-02-17
- DOI
- https://doi.org/10.1038/s43856-026-01442-8
- Primary Topic
- Diabetes Treatment and Management
- Type
- article
- Field-Weighted Citation Impact
- 0.00
Funders
- National Natural Science Foundation of China
- Shanghai Hospital Development Center
- National Science and Technology Major Project