Systematic Review

ReviewAid is an open-source AI tool that speeds up systematic reviews by screening full-text papers against PICO criteria and extracting key data fields, acting as an AI-assisted second reviewer with confidence scoring.

NOS-TLPlot is an open-source Python tool that visualises Newcastle–Ottawa Scale (NOS) risk-of-bias assessments for systematic reviews and meta-analyses, turning star ratings into traffic-light plots, heatmaps, radar charts and other summary figures.

A curated directory of 288+ open-source tools for systematic reviews, meta-analysis and evidence synthesis, based on a systematic mapping study. It covers the full workflow from search and screening to extraction, risk-of-bias assessment and meta-analysis, and only lists publicly available, OSI-licensed software.

Critiplot is an open-source Python package and web tool for visualising risk-of-bias and critical appraisal assessments in systematic reviews and meta-analyses, producing publication-ready traffic-light plots and summary figures.

StArt is a tool developed in an academic environment with scientific soundness that supports conducting systematic reviews.