Tools to support the automation of systematic reviews: a scoping review
H Khalil, D Ameen, A Zarnegar - Journal of Clinical Epidemiology, 2022 - Elsevier
Objective The objectives of this scoping review are to identify the reliability and validity of the
available tools, their limitations and any recommendations to further improve the use of …
available tools, their limitations and any recommendations to further improve the use of …
An evaluation of DistillerSR's machine learning-based prioritization tool for title/abstract screening–impact on reviewer-relevant outcomes
Background Systematic reviews often require substantial resources, partially due to the
large number of records identified during searching. Although artificial intelligence may not …
large number of records identified during searching. Although artificial intelligence may not …
Guidance for using artificial intelligence for title and abstract screening while conducting knowledge syntheses
Background Systematic reviews are the cornerstone of evidence-based medicine. However,
systematic reviews are time consuming and there is growing demand to produce evidence …
systematic reviews are time consuming and there is growing demand to produce evidence …
[HTML][HTML] Human-Comparable Sensitivity of Large Language Models in Identifying Eligible Studies Through Title and Abstract Screening: 3-Layer Strategy Using GPT …
K Matsui, T Utsumi, Y Aoki, T Maruki… - Journal of Medical …, 2024 - jmir.org
Background The screening process for systematic reviews is resource-intensive. Although
previous machine learning solutions have reported reductions in workload, they risked …
previous machine learning solutions have reported reductions in workload, they risked …
Natural language processing: from bedside to everywhere
Objectives: Owing to the rapid progress of natural language processing (NLP), the role of
NLP in the medical field has radically gained considerable attention from both NLP and …
NLP in the medical field has radically gained considerable attention from both NLP and …
[HTML][HTML] Reducing literature screening workload with machine learning
T Burgard, A Bittermann - Zeitschrift für Psychologie, 2023 - econtent.hogrefe.com
In our era of accelerated accumulation of knowledge, the manual screening of literature for
eligibility is increasingly becoming too labor-intensive for summarizing the current state of …
eligibility is increasingly becoming too labor-intensive for summarizing the current state of …
[HTML][HTML] The use of artificial intelligence for automating or semi-automating biomedical literature analyses: a scoping review
ÁO Dos Santos, ES da Silva, LM Couto… - Journal of Biomedical …, 2023 - Elsevier
Objective Evidence-based medicine (EBM) is a decision-making process based on the
conscious and judicious use of the best available scientific evidence. However, the …
conscious and judicious use of the best available scientific evidence. However, the …
An exploration of available methods and tools to improve the efficiency of systematic review production: a scoping review
L Affengruber, MM van der Maten, I Spiero… - BMC Medical Research …, 2024 - Springer
Abstract Background Systematic reviews (SRs) are time-consuming and labor-intensive to
perform. With the growing number of scientific publications, the SR development process …
perform. With the growing number of scientific publications, the SR development process …
What are the best methods for rapid reviews of the research evidence? A systematic review of reviews and primary studies
Rapid review methodology aims to facilitate faster conduct of systematic reviews to meet the
needs of the decision‐maker, while also maintaining quality and credibility. This systematic …
needs of the decision‐maker, while also maintaining quality and credibility. This systematic …
Rapid reviews methods series: guidance on team considerations, study selection, data extraction and risk of bias assessment
This paper is part of a series of methodological guidance from the Cochrane Rapid Reviews
Methods Group (RRMG). Rapid reviews (RRs) use modified systematic review (SR) …
Methods Group (RRMG). Rapid reviews (RRs) use modified systematic review (SR) …