Development and validation of interpretable machine learning models for predicting stroke in NVAF patients with CHA2DS2-VA scores ≤1.

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Title: Development and validation of interpretable machine learning models for predicting stroke in NVAF patients with CHA2DS2-VA scores ≤1.
Authors: Gao T; Department of Cardiology, Zhongshan Hospital, Xiamen University, Xiamen, Fujian, China., Zhang X; Department of Endocrinology, West China Xiamen Hospital of Sichuan University, Xiamen, Fujian, China., Ma T; Department of Cardiology, Zhongshan Hospital, Xiamen University, Xiamen, Fujian, China., Li M; Department of Cardiology, Zhongshan Hospital, Xiamen University, Xiamen, Fujian, China., Hou B; Department of Cardiology, Zhongshan Hospital, Xiamen University, Xiamen, Fujian, China., Lin Z; The School of Clinical Medicine, Fujian Medical University, Fuzhou, Fujian, China., Cai J; Department of Cardiology, Xiamen Haicang Hospital, Xiamen, Fujian, China., Huang S; Department of Cardiology, Zhongshan Hospital, Xiamen University, Xiamen, Fujian, China., Liu X; Department of Cardiology, Zhongshan Hospital, Xiamen University, Xiamen, Fujian, China., Zhao Y; Department of Cardiology, Zhongshan Hospital, Xiamen University, Xiamen, Fujian, China., Ji S; Department of Cardiology, Zhongshan Hospital, Xiamen University, Xiamen, Fujian, China., Guo W; Department of Cardiology, Zhongshan Hospital, Xiamen University, Xiamen, Fujian, China., Xue W; Department of Cardiology, Zhongshan Hospital, Xiamen University, Xiamen, Fujian, China., Gao F; Department of Cardiology, Zhongshan Hospital, Xiamen University, Xiamen, Fujian, China.
Source: Frontiers in cardiovascular medicine [Front Cardiovasc Med] 2026 Apr 28; Vol. 13, pp. 1725168. Date of Electronic Publication: 2026 Apr 28 (Print Publication: 2026).
Publication Type: Journal Article
Journal Info: Publisher: Frontiers Media S.A Country of Publication: Switzerland NLM ID: 101653388 Publication Model: eCollection Cited Medium: Print ISSN: 2297-055X (Print) Linking ISSN: 2297055X NLM ISO Abbreviation: Front Cardiovasc Med Subsets: PubMed not MEDLINE
Database: MEDLINE Ultimate
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ISSN:2297-055X
DOI:10.3389/fcvm.2026.1725168