July 11, 2019 review Open access Toward systematic review automation: a practical guide to using machine learning tools in research synthesis Systematic Reviews DOI: 10.1186/s13643-019-1074-9 Full text (OA) OpenAlex Authors 0 Author list not loaded yet. Cited by 8 stored of 684 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 Evaluation of SURUS: a named entity recognition NLP system to extract knowledge from interventional study records 2025 BMC Medical Research Methodology article Biochemistry, Genetics and Molecular Biology Biomedical Text Mining and Ontologies Open access 2 citations Large language models-enabled digital twins for precision medicine in rare gynecological tumors 2025 npj Digital Medicine article Medicine Artificial Intelligence in Healthcare and Education Open access 29 citations Artificial Intelligence as a New Research Ally? Performing AI-Assisted Systematic Literature Reviews in Health Economics 2025 PharmacoEconomics review Decision Sciences Meta-analysis and systematic reviews Open access 9 citations Evaluation of SURUS: a Named Entity Recognition System to Extract Knowledge from Interventional Study Records 2024 medRxiv preprint Biochemistry, Genetics and Molecular Biology Biomedical Text Mining and Ontologies Open access 1 citations Mapping the evidence on identity processes and identity-related interventions in the smoking and physical activity domains: a scoping review protocol 2022 BMJ Open article Medicine Smoking Behavior and Cessation Open access 18 citations External Validations of Cardiovascular Clinical Prediction Models: A Large-Scale Review of the Literature 2021 Circulation Cardiovascular Quality and Outcomes article Mathematics Statistical Methods in Epidemiology Open access 82 citations SYMBALS: A Systematic Review Methodology Blending Active Learning and Snowballing 2021 Frontiers in Research Metrics and Analytics review Decision Sciences Meta-analysis and systematic reviews Open access 82 citations External Validations of Cardiovascular Clinical Prediction Models: A Large-scale Review of the Literature 2021 medRxiv preprint Mathematics Statistical Methods in Epidemiology Open access 6 citations 8 results References 0