Systematic Reviews and Meta-analysis with AI Tools
Accelerate your systematic reviews in clinical research with AI. Gain skills in research question formulation, data extraction, meta-analysis, and effective communication of findings.
Course curriculum
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1
Week 1: Introduction to Systematic Reviews (Review Question and Systematic Search)
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Course Discription
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Here you can find "Online Links" to join live sessions
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Choose a Review Topic (You will work in groups of 5 researchers on this topic throughout the course).
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Lecture 1: Review question and PICO search (PDF
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Lecture 1 video: Formulate Research Question and PICO systematic Search
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2 Important Actions to Complete Before Wednesday's Practical Session
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Step-by-Step PubMed search using PICO
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Practical 1: Download the files required for the practical (Review question with Pico and PubMed search)
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Video Practical: PubMed Search (keywords and Mesh search)
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Further Readings: CRD Guidance for systematic reviews
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2
Week 2: Full-text Screening and Data Extraction
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Week 2: Manual Primary screening of eligible studies for your review topic
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Week 2: Automatic Primary screening of the eligible studies (John Snow Labs Tool)
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Week 2: Sceening of study eligibility (Rayyan.ai and John Snow Lab)
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Study desgins (Background Knowledge necessary for Evaluation of Study Quality)
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Week 2: Practice full text screening
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Week 2: Practice Data Extraction from Included Studies
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Week 2: Video Full text screening and data extraction
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3
Week 3: Assessment of bias and Conducting Meta-Analysis
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Week 3: Lecture PDF (Assessment of Risk of Bias in the Included Studies)
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Week3: Checklist Risk of Bias Assessment (Cochrane)
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Supplementary Materials: Newcastle-Ottawa Scale (NOS) for observational study
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WeeK3: Video (Assessment of Risk of Bias in the Included Studies)
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Week3: Performing Meta-Analysis (Lecture PDF)
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Week3: Video (Meta-analysis)
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Week3: Example data for meta-analysis (data extraction table)
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Week3: Step-by-step Meta-analysis in RevMan
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4
Week 4: Publication Bias and finalization of your review
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Week4: Heterogeneity and Publication Bias (PDF Lecture)
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Week 4: Video of Heterogeneity assessment and publication bias
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Week 4: Final Practical ( Meta-Analysis)
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Files you will need for the Final Practical
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Week 4: Video (Finalization and Reporting of Systematic Review and Meta-analysis)
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Week 4: Lecture (Finalization of the reveiw wiht Grade assessment)
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5
Evaluation form of the course
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Please, fill in this evaluation form
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Request your certificate of course completion
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