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For: Zhou T, Wang Y, Xu Y, Xu L, Tang L, Yang Y, Wang J. Multimodal data integration for enhanced longitudinal prediction for cardiac and cerebrovascular events following initial diagnosis of obstructive sleep apnea syndrome. J Glob Health 2024;14:04103. [PMID: 38757902 PMCID: PMC11100360 DOI: 10.7189/jgh.14.04103] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 05/18/2024]  Open
Number Cited by Other Article(s)
1
Wang J, Zhu J, Li H, Wu S, Li S, Yao Z, Zhu T, Tang B, Tang S, Liu J. Multimodal Visualization and Explainable Machine Learning-Driven Markers Enable Early Identification and Prognosis Prediction for Symptomatic Aortic Stenosis and Heart Failure With Preserved Ejection Fraction After Transcatheter Aortic Valve Replacement: Multicenter Cohort Study. J Med Internet Res 2025;27:e70587. [PMID: 40310672 DOI: 10.2196/70587] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/24/2025] [Revised: 04/09/2025] [Accepted: 04/09/2025] [Indexed: 05/02/2025]  Open
2
Wang Y, Zhu T, Zhou T, Wu B, Tan W, Ma K, Yao Z, Wang J, Li S, Qin F, Xu Y, Tan L, Liu J, Wang J. Hyper-DREAM, a Multimodal Digital Transformation Hypertension Management Platform Integrating Large Language Model and Digital Phenotyping: Multicenter Development and Initial Validation Study. J Med Syst 2025;49:42. [PMID: 40172683 DOI: 10.1007/s10916-025-02176-1] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/22/2025] [Accepted: 03/22/2025] [Indexed: 04/04/2025]
3
Duan S, Li X, Wang J, Wang Y, Xu T, Guo F, Wang Y, Song L, Li Z, Yang X, Shi X, Liu H, Zhou L, Wang Y, Jiang H, Yu L. Multimodal data-based longitudinal prognostic model for predicting atrial fibrillation recurrence after catheter ablation in patients with patent foramen ovale and paroxysmal atrial fibrillation. Eur J Med Res 2025;30:39. [PMID: 39833853 PMCID: PMC11748319 DOI: 10.1186/s40001-025-02286-z] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/23/2024] [Accepted: 01/10/2025] [Indexed: 01/22/2025]  Open
4
Zhou B, Tan W, Duan S, Wang Y, Bian F, Zhao P, Wang J, Yao Z, Li H, Hu X, Wang J, Liu J. Inflammation Biomarker-Driven Vertical Visualization Model for Predicting Long-Term Prognosis in Unstable Angina Pectoris Patients with Angiographically Intermediate Coronary Lesions. J Inflamm Res 2024;17:10571-10584. [PMID: 39659751 PMCID: PMC11629667 DOI: 10.2147/jir.s497546] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/23/2024] [Accepted: 11/28/2024] [Indexed: 12/12/2024]  Open
5
Wang J, Wang Y, Duan S, Xu L, Xu Y, Yin W, Yang Y, Wu B, Liu J. Multimodal Data-Driven Prognostic Model for Predicting Long-Term Prognosis in Patients With Ischemic Cardiomyopathy and Heart Failure With Preserved Ejection Fraction After Coronary Artery Bypass Grafting: A Multicenter Cohort Study. J Am Heart Assoc 2024;13:e036970. [PMID: 39604036 DOI: 10.1161/jaha.124.036970] [Citation(s) in RCA: 5] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/04/2024] [Accepted: 09/26/2024] [Indexed: 11/29/2024]
6
Yao Z, Ding B, Wang J, Qian S, Song X, Li Y, Ding S, Wang H, Li M. Incorporating Inflammation Biomarker-Driven Multivariate Predictive Model for Coronary Microcirculatory Dysfunction in Acute Myocardial Infarction Following Emergency Percutaneous Coronary Intervention. Clin Cardiol 2024;47:e70032. [PMID: 39429096 PMCID: PMC11491760 DOI: 10.1002/clc.70032] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/31/2024] [Revised: 09/20/2024] [Accepted: 10/01/2024] [Indexed: 10/22/2024]  Open
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