https://scholars.lib.ntu.edu.tw/handle/123456789/613149
Title: | Cluster Analysis of Cardiovascular Phenotypes in Patients With Type 2 Diabetes and Established Atherosclerotic Cardiovascular Disease: A Potential Approach to Precision Medicine | Authors: | Sharma, Abhinav Zheng, Yinggan Ezekowitz, Justin A Westerhout, Cynthia M Udell, Jacob A Goodman, Shaun G Armstrong, Paul W Buse, John B Green, Jennifer B Josse, Robert G Kaufman, Keith D McGuire, Darren K Ambrosio, Giuseppe LEE-MING CHUANG Lopes, Renato D Peterson, Eric D Holman, Rury R |
Keywords: | HEART-FAILURE; NETWORK ANALYSIS; RISK SCORE; OUTCOMES; MELLITUS; SITAGLIPTIN; HOSPITALIZATION; IMPACT | Issue Date: | 2022 | Publisher: | AMER DIABETES ASSOC | Journal Volume: | 45 | Journal Issue: | 1 | Start page/Pages: | 204 | Source: | Diabetes care | Abstract: | Phenotypic heterogeneity among patients with type 2 diabetes mellitus (T2DM) and atherosclerotic cardiovascular disease (ASCVD) is ill defined. We used cluster analysis machine-learning algorithms to identify phenotypes among trial participants with T2DM and ASCVD. |
URI: | https://scholars.lib.ntu.edu.tw/handle/123456789/613149 | ISSN: | 0149-5992 | DOI: | 10.2337/dc20-2806 |
Appears in Collections: | 醫學系 |
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