Resources

Guides for systematic review teams

Practical articles on PRISMA workflows, systematic review tool comparisons, and PROSPERO registration. Learn how to accelerate your research without compromising scientific rigor.

• How to run a PRISMA systematic review faster with AI

  A practical checklist for PRISMA 2020 compliance while using AI-assisted screening without losing human oversight.

• PROSPERO registration tips for student systematic reviews

  How student and early-career teams can draft, register, and align a PROSPERO protocol before screening starts.

• Rayyan vs Covidence vs AI-first screening tools

  Compare collaborative manual screening platforms with modern LLM co-researcher workflows for systematic review teams.