The table below presents information on stages during which AI/ML is incorporated into the tool. Many offer other valuable automation, auditing, collaboration, and reporting features.
This table is not a comprehensive listing.
| Tool | Deduplication | Screening | Data Extraction | Risk of Bias | Notes |
|---|---|---|---|---|---|
| Covidence (fee-based, available via the NIH Library) | X | X | Limited | Automatic removal of non-RCTs | |
| Catchii (free) | X | X | |||
| DistillerSR (fee-based) | X | X | |||
| EPPI-Reviewer (fee-based) | X | X | X | Automated updates (Automation tools in EPPI-Reviewer) | |
| Laser AI (fee-based) | X | X | |||
| LitStream (fee-based) | X | AI-assisted categorization | |||
| Nested Knowledge (fee-based) | X | X | |||
| PICO Portal (fee-based) | X | X | |||
| Rayyan (free, fee-based) | X | X | |||
| RevMan Web (fee-based) | X | ||||
| SWIFT-Active Screener (fee-based) | X | X | |||
| Systematic Review Accelerator (freely available) | X | ||||
| Systematic Review Data Repository (SRDR+) (freely available, open source) | X |