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.

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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

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article

A machine learning model for optimizing treatment of patients with poorly controlled type 2 diabetes

Yuancheng Dai, Zunhai Zhou, Shuhui Yang, Ping Feng et al.
Communications Medicine
Diabetes Treatment and Management
article

A machine learning model for optimizing treatment of patients with poorly controlled type 2 diabetes

Yuancheng Dai, Zunhai Zhou, Shuhui Yang, Ping Feng, Juan Shi, P. Liu, J. Li, Chunfang Wen, Yifei Zhang, Ying Peng, Shengli Wu, Haonan Shi, C.Y. Yu, Fengmei Xu, Zhiyun Zhao, 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
article en

Abstract

The TiP DecScore effectively guides personalized selection between SGLT-2i and GLP-1RA therapies for T2D patients.

Communications MedicineVol. 6(1)
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)
National Natural Science Foundation of China, Shanghai Hospital Development Center, National Science and Technology Major Project
Openalex Percentile: Top 55%
Diabetes Treatment and Management
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