February 01, 2025 review EHR-based prediction modelling meets multimodal deep learning: A systematic review of structured and textual data fusion methods Information Fusion DOI: 10.1016/j.inffus.2025.102981 OpenAlex Authors 0 Author list not loaded yet. Cited by 0 stored of 18 References 3 Search Sort Most cited Newest Oldest Patent citations Title Any typearticle review book-chapter conference-paper preprint dissertation book dataset other Any fieldAgricultural and Biological Sciences Arts and Humanities Biochemistry, Genetics and Molecular Biology Business, Management and Accounting Chemical Engineering Chemistry Computer Science Decision Sciences Dentistry Earth and Planetary Sciences Economics, Econometrics and Finance Energy Engineering Environmental Science Health Professions Immunology and Microbiology Materials Science Mathematics Medicine Neuroscience Nursing Pharmacology, Toxicology and Pharmaceutics Physics and Astronomy Psychology Social Sciences Veterinary Open access Protocol for development of a reporting guideline (TRIPOD-AI) and risk of bias tool (PROBAST-AI) for diagnostic and prognostic prediction model studies based on artificial intelligence 2021 BMJ Open article Decision Sciences Meta-analysis and systematic reviews Open access cited by 1 patent 844 citations Automated machine learning: past, present and future 2024 Artificial Intelligence Review article Computer Science Machine Learning and Data Classification Open access 146 citations Predicting Depression Risk in Patients With Cancer Using Multimodal Data: Algorithm Development Study 2024 JMIR Medical Informatics article Medicine Cancer survivorship and care Open access 27 citations 3 results