ReviewGenie: a novel automated system for systematic reviews-an exploratory study in speech and language disorders.

Journal: Systematic reviews
Published Date: Aug 18, 2025

Abstract

BACKGROUND: Systematic reviews (SRs) are a cornerstone in providing high-quality evidence that guides policy and practice across various disciplines. Despite their critical role, SRs require substantial financial investment and are constrained by time-consuming manual processes. Existing solutions primarily focus on semi-automating the title and abstract screening stages, yet these approaches still face limitations in terms of efficiency and practicality. The SR process comprises several stages beyond abstract screening, each of which is resource-intensive. To overcome these challenges, this paper introduces ReviewGenie, a novel system that automates SR stages up to and including abstract screening, utilizing artificial intelligence.

Authors

  • Abeer Z Al-Marridi
    Department of English Literature and Linguistics, Qatar University, Doha, 2713, Qatar. abeer_almarridi@qu.edu.qa.
  • Ahmed Bensaid
    Data Analytics and Assessment Section, Qatar University, Doha, Qatar.
  • Samawiyah M Ulde
    Department of English Literature and Linguistics, Qatar University, Doha, 2713, Qatar.
  • Tariq Khwaileh
    Department of English Literature and Linguistics, Qatar University, Doha, 2713, Qatar. tariq.khwaileh@qu.edu.qa.

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