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Revolutionizing Systematic Reviews and Meta-analyses: The Role of Artificial Intelligence in Evidence Synthesis
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Revolutionizing Systematic Reviews and Meta-analyses: The Role of Artificial Intelligence in Evidence Synthesis (2023)Revolutionizing Systematic Reviews and Me…Artificial intelligence in systematic reviews: promising when appropriately used (2023)Artificial intelligence in sy…Automating risk of bias assessment in systematic reviews: a real-time mixed methods comparison of human researchers to a machine learning system (2022)Automating risk of bias asses…An automated method for developing search strategies for systematic review using Natural Language Processing (NLP) (2022)An automated method for devel…Machine learning algorithms for systematic review: reducing workload in a preclinical review of animal studies and reducing human screening error (2019)Machine learning algorithms f…Exploring the structure of the digital economy through blockchain technology and mitigating adverse environmental effects with the aid of artificial neural networks (2024)Exploring the structure of th…Growth rates of modern science: A bibliometric analysis based on the number of publications and cited references (2015)Using text mining for study identification in systematic reviews: a systematic review of current approaches (2015)Analysis of the time and workers needed to conduct systematic reviews of medical interventions using data from the PROSPERO registry (2017)Preferred reporting items for systematic review and meta-analysis of diagnostic test accuracy studies (PRISMA-DTA): explanation, elaboration, and checklist (2020)Automation of systematic literature reviews: A systematic literature review (2021)Artificial intelligence to automate the systematic review of scientific literature (2023)Doing qualitative research: a practical handbook (2011)The Cochrane Collaboration's tool for assessing risk of bias in randomised trials (2011)RoB 2: a revised tool for assessing risk of bias in randomised trials (2019)The use of artificial intelligence for automating or semi-automating biomedical literature analyses: A scoping review (2023)An exploration of available methods and tools to improve the efficiency of systematic review production: a scoping review (2024)Assessing the Risk of Bias in Randomized Clinical Trials With Large Language Models (2024)Mapping knowledge structure by keyword co-occurrence: a first look at journal papers in Technology Foresight (2010)The journal coverage of Web of Science and Scopus: a comparative analysis (2015)Method for conducting systematic literature review and meta-analysis for environmental science research (2019)A method of Mapping Process for scientific production using the Smart Bibliometrics (2023)Natural Language Processing for Literature Search in Vascular Surgery: A Pilot Study Testing an Artificial Intelligence Based Application (2023)Transforming evidence synthesis: A systematic review of the evolution of automated meta-analysis in the age of AI (2026)Interrater reliability: the kappa statistic (2012)The PRISMA 2020 statement: An updated guideline for reporting systematic reviews (2021)PRISMA2020 : An R package and Shiny app for producing PRISMA 2020‐compliant flow diagrams, with interactivity for optimised digital transparency and Open Synthesis (2022)Here, There and Everywhere: On the Responsible Use of Artificial Intelligence (AI) in Management Research and the Peer‐Review Process (2024)Generative artificial intelligence use in evidence synthesis: A systematic review (2025)Using artificial intelligence for systematic review: the example of elicit (2025)Blockchain for the future of sustainable supply chain management in Industry 4.0 (2020)Effects of digital economy on carbon emission reduction: New evidence from China (2022)Artificial intelligence in logistics and supply chain management: A primer and roadmap for research (2023)
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References

  • 2023Artificial intelligence in systematic reviews: promising when appropriately used268 cited
  • 2019Machine learning algorithms for systematic review: reducing workload in a preclinical review of animal studies and reducing human screening error194 cited
  • 2022Automating risk of bias assessment in systematic reviews: a real-time mixed methods comparison of human researchers to a machine learning system68 cited
  • 2022An automated method for developing search strategies for systematic review using Natural Language Processing (NLP)25 cited

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  • 2024Exploring the structure of the digital economy through blockchain technology and mitigating adverse environmental effects with the aid of artificial neural networks21 cited

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