Published on in Vol 26 (2024)
Preprints (earlier versions) of this paper are
available at
https://preprints.jmir.org/preprint/54363, first published
.

Journals
- Guo Y, Yu F, Jiang F, Yin S, Jiang M, Li Y, Yang H, Chen L, Cai W, He G. Development and validation of novel interpretable survival prediction models based on drug exposures for severe heart failure during vulnerable period. Journal of Translational Medicine 2024;22(1) View
- Yang X, Li Z, Lei L, Shi X, Zhang D, Zhou F, Li W, Xu T, Liu X, Wang S, Yuan Q, Yang J, Wang X, Zhong Y, Yu L. Noninvasive Oral Hyperspectral Imaging–Driven Digital Diagnosis of Heart Failure With Preserved Ejection Fraction: Model Development and Validation Study. Journal of Medical Internet Research 2025;27:e67256 View
- Li D, Xing W, Zhao J, Shi C, Wang F. Multimodal deep learning for predicting in-hospital mortality in heart failure patients using longitudinal chest X-rays and electronic health records. The International Journal of Cardiovascular Imaging 2025;41(3):427 View
- Teles A, de Moura I, Silva F, Roberts A, Stahl D. EHR-based prediction modelling meets multimodal deep learning: A systematic review of structured and textual data fusion methods. Information Fusion 2025;118:102981 View
- Xu Y, Liu S, Tian Q, Kou Z, Li W, Xie X, Wu X. Deep learning-based multimodal integration of imaging and clinical data for predicting surgical approach in percutaneous transforaminal endoscopic discectomy. European Spine Journal 2025 View
- Timilsina M, Buosi S, Razzaq M, Haque R, Judge C, Curry E. Harmonizing foundation models in healthcare: A comprehensive survey of their roles, relationships, and impact in artificial intelligence’s advancing terrain. Computers in Biology and Medicine 2025;189:109925 View
- 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. Journal of Medical Internet Research 2025;27:e70587 View
- Guo C, Gao B, Han X, Zhang T, Tao T, Xia J, Liu H. Interpretable artificial intelligence model for predicting heart failure severity after acute myocardial infarction. BMC Cardiovascular Disorders 2025;25(1) View
- Kotula C, Martin J, Carey K, Edelson D, Dligach D, Mayampurath A, Afshar M, Churpek M. Comparison of Multimodal Deep Learning Approaches for Predicting Clinical Deterioration in Ward Patients: Observational Cohort Study. Journal of Medical Internet Research 2025;27:e75340 View