An Automated Literature Review Tool (LiteRev) for Streamlining and Accelerating Research Using Natural Language Processing and Machine Learning: Descriptive Performance Evaluation Study

• Main Authors: Erol Orel (Author), Iza Ciglenecki (Author), Amaury Thiabaud (Author), Alexander Temerev (Author), Alexandra Calmy (Author), Olivia Keiser (Author), Aziza Merzouki (Author)
• Format: Book
• Published: JMIR Publications, 2023-09-01T00:00:00Z.
• Subjects: article
• Online Access: Connect to this object online.

BackgroundLiterature reviews (LRs) identify, evaluate, and synthesize relevant papers to a particular research question to advance understanding and support decision-making. However, LRs, especially traditional systematic reviews, are slow, resource-intensive, and become outdated quickly. ObjectiveL...