October 01, 2026 review Predictive performance of machine learning models for bloodstream infection by validation type: A systematic review and meta-analysis International Journal of Medical Informatics DOI: 10.1016/j.ijmedinf.2026.106740 OpenAlex Authors 0 Author list not loaded yet. Cited by 0 stored of 0 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 TRIPOD+AI statement: updated guidance for reporting clinical prediction models that use regression or machine learning methods 2024 BMJ article Decision Sciences Meta-analysis and systematic reviews Open access cited by 3 patents 3,889 citations Reporting guideline for the early-stage clinical evaluation of decision support systems driven by artificial intelligence: DECIDE-AI 2022 Nature Medicine article Medicine Artificial Intelligence in Healthcare and Education Open access cited by 1 patent 900 citations Perspectives on validation of clinical predictive algorithms 2023 npj Digital Medicine article Computer Science Machine Learning in Healthcare Open access 91 citations 3 results