Rayyan

Overview

Rayyan is a web-based platform for managing systematic reviews. It uses machine learning to help researchers screen and prioritize relevant studies from large literature sets.

Best for

Best for
Researchers and teams conducting systematic literature reviews or meta-analyses

Use cases

• Screening thousands of abstracts for inclusion in a systematic review
• Collaborating with a team on a shared review project
• Tracking decisions and conflicts during the review process

Notes

Rayyan is a web-based platform for managing systematic reviews. It uses machine learning to help researchers screen and prioritize relevant studies from large literature sets.

Use cases

• Screening thousands of abstracts for inclusion in a systematic review
• Collaborating with a team on a shared review project
• Tracking decisions and conflicts during the review process

Pros

• Speeds up initial screening by ranking studies by relevance
• Supports real-time collaboration among multiple reviewers
• Free tier available for basic use

Cons

• Requires uploading and managing references externally
• Machine learning suggestions may miss nuanced or rare study types
• Limited to systematic review workflows, not general reference management

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