ASReview

NewVerified

AI-assisted systematic literature review screening and selection.

7.5 (47.658 score)

open-sourceAPI Available

Overview

ASReview helps researchers efficiently screen large volumes of academic papers for systematic reviews and meta-analyses. It uses active learning to prioritize the most relevant papers, reducing manual screening workload by up to 95%. Designed for academics and research teams who need to process thousands of citations quickly while maintaining rigor.

Pros

Reduces screening workload by prioritizing relevant papers first
Open-source with no licensing costs or vendor lock-in
Active learning adapts to your relevance decisions in real-time
Supports batch import of citations from major databases
Includes uncertainty sampling to find edge-case papers

✕ Cons

Steep learning curve for non-technical researchers
Requires manual setup and configuration for each project
Limited built-in export formats for final results

Key Features

Active learning prioritization

Citation import from databases

Team collaboration and project sharing

Screening interface with decision tracking

Model performance analytics

Export to systematic review software

Use Cases

Academics conducting systematic literature reviews to reduce screening timeMeta-analysis teams managing thousands of study abstractsPhD students synthesizing research across large publication volumesResearch institutions standardizing evidence synthesis workflows

Best For

Academic ResearchersSystematic Review AuthorsLiterature Review TeamsEvidence Synthesis Specialists

Frequently Asked Questions

What is the cost of ASReview?▾

ASReview is completely free and open-source, with no licensing fees or paid tiers. You can download and use it immediately without any subscription requirements.

How difficult is it to set up and start using ASReview?▾

Setup is straightforward for researchers familiar with Python, as it's an open-source tool. The interface is designed specifically for systematic reviews, so researchers can begin screening papers quickly after installation with minimal learning curve.

Can ASReview integrate with reference management software?▾

Yes, ASReview integrates with popular reference managers, allowing you to import and export bibliographic data directly from tools like Mendeley, Zotero, and EndNote.

What is the main limitation of ASReview?▾

The tool requires some technical proficiency to install and configure, and it lacks a cloud-based version, meaning you must manage data locally on your machine rather than accessing it remotely.

When is ASReview the best choice for a project?▾

ASReview excels for systematic literature reviews and meta-analyses where you need to screen hundreds or thousands of papers efficiently. It's ideal when you want AI-assisted screening without subscription costs and prefer transparent, open-source methodology.