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 CHA |
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| 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 |
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| DOI: | 10.3389/fcvm.2026.1725168 |