Screening cognitive impairment in patients with atrial fibrillation: A deep learning model based on retinal fundus photographs
A vision-ensemble model based on fundus images might be practical for preliminary screening of CI in AF patients.
Authors
- Yiwei Lai (ORCID: https://orcid.org/0000-0003-0592-6462)
- Chao Jiang (ORCID: https://orcid.org/0000-0003-1138-7960)
- Mingxiao Li (ORCID: https://orcid.org/0000-0002-4150-3080)
- Liu He (ORCID: https://orcid.org/0000-0002-1349-5343)
- Zongyuan Ge (ORCID: https://orcid.org/0000-0002-5880-8673)
- Suhui Zhang (ORCID: https://orcid.org/0000-0001-6475-415X)
- Deyong Long
- Caihua Sang
- Sitong Li (ORCID: https://orcid.org/0000-0002-6306-2538)
- Xin Du (ORCID: https://orcid.org/0000-0003-3960-5317)
- Peng Xia (ORCID: https://orcid.org/0000-0003-3891-3385)
- Jianzeng Dong (ORCID: https://orcid.org/0000-0001-7299-7805)
- Ting Shen (ORCID: https://orcid.org/0000-0002-7303-7870)
- Lie Ju (ORCID: https://orcid.org/0000-0002-6687-7054)
- Zhen Wang (ORCID: https://orcid.org/0000-0002-7184-6260)
- Jun Ma (ORCID: https://orcid.org/0000-0002-5510-6895)
- Yu Bai (ORCID: https://orcid.org/0000-0002-7577-6001)
- Yuzhong Chen (ORCID: https://orcid.org/0000-0002-5930-3490)
- Wenbin Wei (ORCID: https://orcid.org/0000-0003-2386-0989)
- Tianjiao Ma (ORCID: https://orcid.org/0000-0001-6868-3440)
- Dong Li (ORCID: https://orcid.org/0000-0002-8992-7456)
- Hui Xu (ORCID: https://orcid.org/0000-0002-8485-2651)
- Xu Yang (ORCID: https://orcid.org/0000-0002-3615-3063)
- Changsheng Ma
Institutions
- Beijing Tongren Hospital (CN)
- Capital Medical University (CN)
- Chinese Academy of Medical Sciences & Peking Union Medical College (CN)
- Peking Union Medical College Hospital (CN)
- Yale University (US)
- National Clinical Research Center for Digestive Diseases (CN)
- Beijing Anzhen Hospital (CN)
- Ministry of Education (TW)
- Monash University (AU)
- Ministry of Industry and Information Technology (CN)
Publication Details
- Journal
- Heart Rhythm O2
- Published
- 2025-02-07
- DOI
- https://doi.org/10.1016/j.hroo.2025.01.019
- Citations
- 1
- Primary Topic
- Retinal Imaging and Analysis
- Type
- article
- Field-Weighted Citation Impact
- 1.36
Funders
- Bristol-Myers Squibb
- Pfizer
- AstraZeneca
- Bayer HealthCare
- National Natural Science Foundation of China
- Beijing Municipal Science and Technology Commission
- Beijing Nova Program
- Capital Health Research and Development of Special Fund
- National Key Research and Development Program of China