September 30, 2026 article Open access Explainable Machine Learning Predictive Models for Surgical Site Infections: Scoping Review Journal of Medical Internet Research DOI: 10.2196/94617 Full text (OA) OpenAlex Authors 0 Author list not loaded yet. Cited by 0 stored of 0 References 2 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 Prediction or causality? A scoping review of their conflation within current observational research 2021 European Journal of Epidemiology article Mathematics Statistical Methods in Epidemiology Open access 126 citations Systematic evaluation of machine learning models for postoperative surgical site infection prediction 2024 PLoS ONE article Medicine Surgical site infection prevention Open access 25 citations 2 results