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Improving reference prioritisation with PICO recognition
16 references·7 citing·40 second hop
Improving reference prioritisation with PICO recognition (2019)Improving reference prioritisation with P…Making progress with the automation of systematic reviews: principles of the International Collaboration for the Automation of Systematic Reviews (ICASR) (2018)Making progress with the auto…Machine learning for identifying Randomized Controlled Trials: An evaluation and practitioner's guide (2018)Machine learning for identify…SWIFT-Review: a text-mining workbench for systematic review (2016)SWIFT-Review: a text-mining w…Using text mining for study identification in systematic reviews: a systematic review of current approaches (2015)Using text mining for study i…RobotReviewer: evaluation of a system for automatically assessing bias in clinical trials (2015)RobotReviewer: evaluation of …Faster title and abstract screening? Evaluating Abstrackr, a semi-automated online screening program for systematic reviewers (2015)Faster title and abstract scr…Erratum to: Using text mining for study identification in systematic reviews: a systematic review of current approaches (2015)Erratum to: Using text mining…Automating data extraction in systematic reviews: a systematic review (2015)Automating data extraction in…Systematic review automation technologies (2014)Systematic review automation …Reducing systematic review workload through certainty-based screening (2014)Reducing systematic review wo…Practical Bayesian Optimization of Machine Learning Algorithms (2012)Practical Bayesian Optimizati…Deploying an interactive machine learning system in an evidence-based practice center (2012)Deploying an interactive mach…Applications of text mining within systematic reviews (2011)Applications of text mining w…Semi-automated screening of biomedical citations for systematic reviews (2010)Semi-automated screening of b…Selecting Studies and Collecting Data (2008)Selecting Studies and Collect…Reducing Workload in Systematic Review Preparation Using Automated Citation Classification (2005)Reducing Workload in Systemat…Large Language Model Analysis of Reporting Quality of Randomized Clinical Trial Articles (2025)Large Language Model Analysis…Data extraction methods for systematic review (semi)automation: Update of a living systematic review (2025)Data extraction methods for s…Text classification models for assessing the completeness of randomized controlled trial publications based on CONSORT reporting guidelines (2024)Text classification models fo…Automation of systematic reviews of biomedical literature: a scoping review of studies indexed in PubMed (2024)Automation of systematic revi…User experience of applying AMSTAR 2 to appraise systematic reviews of healthcare interventions: a commentary (2023)User experience of applying A…Data extraction methods for systematic review (semi)automation: Update of a living systematic review (2023)Data extraction methods for s…Toward assessing clinical trial publications for reporting transparency (2021)Toward assessing clinical tri…Assessing the quality of reports of randomized clinical trials: Is blinding necessary? 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(2010)An Introduction to Systematic Reviews (2013)Evidence & Gap Maps: A tool for promoting evidence informed policy and strategic research agendas (2016)The value of a second reviewer for study selection in systematic reviews (2019)Chapter 8: Assessing risk of bias in included studies (2008)The Cochrane Collaboration's tool for assessing risk of bias in randomised trials (2011)Recommendations for assessing the risk of bias in systematic reviews of health-care interventions (2017)Considering bias and conflicts of interest among the included studies (2019)Artificial intelligence and the conduct of literature reviews (2021)Improving the Quality of Reporting of Randomized Controlled Trials (1996)Improving the quality of reporting of randomized controlled trials. The CONSORT statement (1996)Cochrane Handbook for Systematic Reviews of Interventions (2010)Machine learning reduced workload with minimal risk of missing studies: development and evaluation of a randomized controlled trial classifier for Cochrane Reviews (2020)A declaração PRISMA 2020: diretriz atualizada para relatar revisões sistemáticas (2022)Artificial intelligence for literature reviews: opportunities and challenges (2024)Online tools supporting the conduct and reporting of systematic reviews and systematic maps: a case study on CADIMA and review of existing tools (2018)Best practice guidelines for abstract screening large‐evidence systematic reviews and meta‐analyses (2019)Taking the Human Out of the Loop: A Review of Bayesian Optimization (2015)A Tutorial on Bayesian Optimization (2018)Recurrent Neural Networks for Time Series Forecasting: Current status and future directions (2020)Searching for and selecting studies (2019)Single screening versus conventional double screening for study selection in systematic reviews: a methodological systematic review (2019)Toward systematic review automation: a practical guide to using machine learning tools in research synthesis (2019)
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References

  • 2012Practical Bayesian Optimization of Machine Learning Algorithms6,690 cited
  • 2015Using text mining for study identification in systematic reviews: a systematic review of current approaches680 cited
  • 2012Deploying an interactive machine learning system in an evidence-based practice center530 cited
  • 2014Systematic review automation technologies471 cited
  • 2008Selecting Studies and Collecting Data467 cited
  • 2018Machine learning for identifying Randomized Controlled Trials: An evaluation and practitioner's guide433 cited
  • 2005Reducing Workload in Systematic Review Preparation Using Automated Citation Classification410 cited
  • 2015Erratum to: Using text mining for study identification in systematic reviews: a systematic review of current approaches353 cited
  • 2010Semi-automated screening of biomedical citations for systematic reviews351 cited
  • 2015RobotReviewer: evaluation of a system for automatically assessing bias in clinical trials316 cited
  • 2015Automating data extraction in systematic reviews: a systematic review286 cited
  • 2011Applications of text mining within systematic reviews212 cited
  • 2016SWIFT-Review: a text-mining workbench for systematic review196 cited
  • 2018Making progress with the automation of systematic reviews: principles of the International Collaboration for the Automation of Systematic Reviews (ICASR)

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191 cited
  • 2014Reducing systematic review workload through certainty-based screening190 cited
  • 2015Faster title and abstract screening? Evaluating Abstrackr, a semi-automated online screening program for systematic reviewers184 cited
  • Cited by

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    • 2021Toward assessing clinical trial publications for reporting transparency34 cited
    • 2023User experience of applying AMSTAR 2 to appraise systematic reviews of healthcare interventions: a commentary32 cited
    • 2025Data extraction methods for systematic review (semi)automation: Update of a living systematic review26 cited
    • 2025Large Language Model Analysis of Reporting Quality of Randomized Clinical Trial Articles21 cited
    • 2024Text classification models for assessing the completeness of randomized controlled trial publications based on CONSORT reporting guidelines18 cited