Semi-Automation of Searching and Screening in Systematic Reviews — Recorded and Chaptered on YouTube

I was invited to teach the searching and screening sessions in the High-Efficiency Systematic Reviews (with Ethical AI Use) workshop. The workshop ran for a few days and, naturally,was not free; however, the convenor agreed that I could share the content with a delay on YouTube.

Both videos are chaptered, so you can skip right to the part you want to listen/see, and I provide a brief outline below:

Session 2: Semi-Automation of Search in Systematic Reviews

AUDIENCE: First-Time Systematic Reviewers, Undergraduate, Post-Graduate, Master’s, and PhD Students, and Doctors, General Practitioners (GPs), Nurses, Paramedical and Allied Health Practitioners (AHPs)

• Types of Automation
• Types of Search
• Systematic Search Steps
• Showcasing Undermind.ai
• Showcasing PubMed
• Showcasing 2DSearch
• Showcasing Polyglot in Tera Tools
• Structure of Search Strategies
• De-Duplication or a typology of duplicates
• Updating Searches
• Auto-Update in EPPI-Reviewer using Network Graph Search (OpenAlex)
• Golden Rule in Search of Systematic Reviews
• Systematic Review for Learning vs Systematic Review for Publishing
• LEMASyR and BIMS-ARINES

URL for Search Session: https://www.youtube.com/watch?v=oXqJQeHWhUs

Session 3: Semi-Automation of Screening in Systematic Reviews

• Record vs Report vs Study
• How do we do screening in systematic reviews? 
• Rule-Based Automation in Search and De-Duplication, Machine Learning in Screening
• Supervised Active Learning, Priority Screening, and the relevant tools
• How much screening is enough? Screening Progress Graph and Stopping Rules in EPPI-Reviewer, PICO Portal, and ASReview
• Tools for Record Screening (Title-Abstract Screening): Rayyan, Covidence, ASReview, EPPI-Reviewer, PICO Portal, and Laser AI
• Showcasing Rayyan
• Showcasing Covidence — 4 Types of Automation
• Priority screening, Tagging/Labelling Overview, and Late PROSPERO Registration
• Screening Progress Graph, Priority Screening, and Stopping Rules: Switching from two to one and from one to two reviewers.
• Report Screening or Full-Text Screening: PICO Data Extraction Using LLMs and Checking the Output
• Golden Rule in Using AI/Automation in Systematic Reviews
• Newsletter to Keep Up with Most Recent Publications Regarding Using AI in Systematic Reviews and Evidence Synthesis and LEMASyR Map
• BIMS-ARINES and LEMASyR

URL for Screening Session: https://www.youtube.com/watch?v=WQ1WsMyh9vM