Development and validation of machine learning models with blood-based digital biomarkers for Alzheimer’s disease diagnosis: a multicohort diagnostic study
The National Natural Science Foundation of China, STI2030-Major Projects, National Key R&D Program of China, Outstanding Youth Fund of Hunan Provincial Natural Science Foundation, Hunan Health Commission Grant, Science and Technology Major Project of Hunan Province, Hunan Innovative Province Construction Project, Grant of National Clinical Research Center for Geriatric Disorders, Xiangya Hospital and Postdoctoral Fellowship Program of CPSF.
Authors
- Xuewen Xiao
- Shilin Luo (ORCID: https://orcid.org/0000-0002-6773-7790)
- Ziyu Ouyang
- Bin Jiao (ORCID: https://orcid.org/0000-0002-6337-0784)
- Tianyan Xu
- Lu Shen (ORCID: https://orcid.org/0000-0002-3393-8578)
- Yuan Zhu (ORCID: https://orcid.org/0000-0002-0327-9727)
- Xinxin Liao (ORCID: https://orcid.org/0000-0002-3838-2097)
- Yiliang Liu (ORCID: https://orcid.org/0000-0001-7703-7512)
- Beisha Tang (ORCID: https://orcid.org/0000-0003-2120-1576)
- Zhigang Li (ORCID: https://orcid.org/0000-0001-5712-8994)
- Cong Zhang (ORCID: https://orcid.org/0000-0002-6874-495X)
- Yafang Zhou (ORCID: https://orcid.org/0000-0002-1689-4462)
- Xixi Liu (ORCID: https://orcid.org/0000-0002-3600-7891)
- Qijie Yang
Institutions
- Central South University (CN)
- Xiangya Hospital Central South University (CN)
- Northeastern University (CN)
Publication Details
- Journal
- EClinicalMedicine
- Published
- 2025-03-01
- DOI
- https://doi.org/10.1016/j.eclinm.2025.103142
- Citations
- 12
- Primary Topic
- Machine Learning in Healthcare
- Type
- article
- Field-Weighted Citation Impact
- 29.77
Funders
- National Natural Science Foundation of China
- Natural Science Foundation of Hunan Province
- Xiangya Hospital, Central South University