Machine learning-based phenotyping and assessment of treatment responses in heart failure with preserved ejection fraction
This study was supported by the Noncommunicable Chronic Diseases-National Science and Technology Major Project (2024ZD0539000), National Natural Science Foundation of China (82300291), Beijing Nova Program (20230484275), University of Michigan Medical School (UMMS) and Peking University Health Science Center (PKUHSC) Joint Institute for Translational and Clinical Research (BMU2023JI004), Clinical Cohort Construction Program of Peking University Third Hospital (BYSYDL2023009), CAMS Innovation Fund for Medical Sciences (2021-I2M-5-003), Peking University Shi-Ji Jin-Yuan Medical Foundation (48014Y0243), and Beijing Excellent Clinical Research Program (BRWEP2024W014090203).
Authors
- Yi‐Da Tang (ORCID: https://orcid.org/0000-0002-9712-803X)
- Zhen Zhao (ORCID: https://orcid.org/0000-0002-9742-5982)
- Rui Li (ORCID: https://orcid.org/0000-0003-1812-0046)
- Xiaoyan Gu (ORCID: https://orcid.org/0000-0003-0673-0058)
- Baoxia Chen
- Jun Gao (ORCID: https://orcid.org/0000-0002-8875-2826)
- Daniel Beard (ORCID: https://orcid.org/0000-0003-0974-2353)
- Scott L. Hummel (ORCID: https://orcid.org/0000-0002-0924-3135)
- Hui Fan (ORCID: https://orcid.org/0000-0003-3920-0600)
- Brian E. Carlson (ORCID: https://orcid.org/0000-0002-1353-5907)
- Xinwei Hua (ORCID: https://orcid.org/0000-0003-2114-2975)
- Yijun Liu
- Wenyue Dong
- Conghui Zhang (ORCID: https://orcid.org/0000-0003-3988-7174)
- Qi Yu (ORCID: https://orcid.org/0000-0001-7796-6899)
- Feng Gu (ORCID: https://orcid.org/0009-0006-8207-678X)
Institutions
- Chinese Academy of Sciences (CN)
- Chinese Academy of Medical Sciences & Peking Union Medical College (CN)
- Peking University (CN)
- National Medical Products Administration (CN)
- University of Michigan (US)
- VA Ann Arbor Healthcare System (US)
- Michigan Medicine (US)
- Peking University Third Hospital (CN)
- Institute of Information Engineering (CN)
- Beihang University (CN)
Publication Details
- Journal
- EClinicalMedicine
- Published
- 2025-08-26
- DOI
- https://doi.org/10.1016/j.eclinm.2025.103462
- Citations
- 6
- Primary Topic
- Cardiovascular Function and Risk Factors
- Type
- article
- Field-Weighted Citation Impact
- 8.33
Funders
- National Natural Science Foundation of China
- Peking University
- Peking University Third Hospital
- National Science and Technology Major Project
- Medical School, University of Michigan
- Beijing Nova Program
- Peking University Health Science Center