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Building Systematic Reviews Using Automatic Text Classification Techniques
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Building Systematic Reviews Using Automatic Text Classification Techniques (2010)Building Systematic Reviews Using Automat…Reducing Workload in Systematic Review Preparation Using Automated Citation Classification (2005)Reducing Workload in Systemat…Developing Optimal Search Strategies for Detecting Clinically Sound Studies in MEDLINE (1994)Developing Optimal Search Str…A Multi-Channel Convolutional Neural Network approach to automate the citation screening process (2021)A Multi-Channel Convolutional…Aligning text mining and machine learning algorithms with best practices for study selection in systematic literature reviews (2020)Aligning text mining and mach…Using Semi-Supervised Learning for the Creation of Medical Systematic Review: An Exploratory Analysis (2016)Using Semi-Supervised Learnin…Using MEDLINE Elemental Similarity to Assist in the Article Screening Process for Systematic Reviews (2015)Using MEDLINE Elemental Simil…Systematic literature review (SLR) automation: a systematic literature review (2014)Systematic literature review …Increased Workload for Systematic Review Literature Searches of Diagnostic Tests Compared With Treatments: Challenges and Opportunities (2014)Increased Workload for System…The American Heritage Word Frequency Book (1973)Automating data extraction in systematic reviews: a systematic review (2015)Erratum to: Using text mining for study identification in systematic reviews: a systematic review of current approaches (2015)Systematic Reviews: Rationale for systematic reviews (1994)How Quickly Do Systematic Reviews Go Out of Date? A Survival Analysis (2007)Introduction to Data Mining (2007)Mining Information from Collections of Papers: Illustrative Analysis of Groundwater and Disease (2018)What's Next Now That the Boom in Contaminant Hydrogeology Has Busted? (2018)Cochrane Handbook for Systematic Reviews of Interventions Version 5.0.1. The Cochrane Collaboration (2008)Cochrane Handbook for Systematic Reviews of Interventions (2008)Systematic Reviews of Diagnostic Test Accuracy (2008)The Emtree term “diagnostic test accuracy study” retrieved less than half of the diagnostic accuracy studies in Embase (2020)Training sample selection: Impact on screening automation in diagnostic test accuracy reviews (2021)Architecture of Cognition (1983)Five Steps to Conducting a Systematic Review (2003)Leveraging deep learning for automatic literature screening in intelligent bibliometrics (2022)A Visual Text Mining approach for Systematic Reviews (2007)Semi-automated screening of biomedical citations for systematic reviews (2010)Using text mining for study identification in systematic reviews: a systematic review of current approaches (2015)How to Do a Systematic Review: A Best Practice Guide for Conducting and Reporting Narrative Reviews, Meta-Analyses, and Meta-Syntheses (2018)Updated guidance for trusted systematic reviews: a new edition of the Cochrane Handbook for Systematic Reviews of Interventions (2019)Application of text mining to the development and validation of a geographic search filter to facilitate evidence retrieval in Ovid MEDLINE : An example from the United States (2022)Rapid review: A review of methods and recommendations based on current evidence (2024)How much can we save by applying artificial intelligence in evidence synthesis? Results from a pragmatic review to quantify workload efficiencies and cost savings (2025)Automation of systematic literature reviews: A systematic literature review (2021)Automation of Citation Screening for Systematic Literature Reviews Using Neural Networks: A Replicability Study (2022)An analysis of work saved over sampling in the evaluation of automated citation screening in systematic literature reviews (2023)Artificial Intelligence Tools for Automating Evidence Synthesis: Scoping Review (2025)Optimal search strategies for retrieving scientifically strong studies of diagnosis from Medline: analytical survey (2004)Optimal search strategies for retrieving systematic reviews from Medline: analytical survey (2004)Optimal search strategies for retrieving scientifically strong studies of treatment from Medline: analytical survey (2005)
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References

  • 1994Developing Optimal Search Strategies for Detecting Clinically Sound Studies in MEDLINE763 cited
  • 2005Reducing Workload in Systematic Review Preparation Using Automated Citation Classification410 cited

Cited by

  • 2020Aligning text mining and machine learning algorithms with best practices for study selection in systematic literature reviews29 cited
  • 2021A Multi-Channel Convolutional Neural Network approach to automate the citation screening process28 cited
  • 2015Using MEDLINE Elemental Similarity to Assist in the Article Screening Process for Systematic Reviews18 cited
  • 2016Using Semi-Supervised Learning for the Creation of Medical Systematic Review: An Exploratory Analysis15 cited
  • 2014Increased Workload for Systematic Review Literature Searches of Diagnostic Tests Compared With Treatments: Challenges and Opportunities12 cited
  • 2014Systematic literature review (SLR) automation: a systematic literature review9 cited

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