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Iain James Marshall · Study
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Author
Iain James Marshall
22 works
· latest 2026
· 2 institutions
cluster: provisional
ORCID 0000-0003-2594-2654
Works
22 shown
Effectiveness of AI-based interventions in workplace mental health: a systematic review and narrative synthesis
British Medical Bulletin
·
2026
·
6 authors
·
review
·
Open access
6
citations
Socioeconomic Status and Stroke: A Review of the Latest Evidence on Inequalities and Their Drivers
Stroke
·
2024
·
9 authors
·
review
·
Open access
57
citations
In a pilot study, automated real-time systematic review updates were feasible, accurate, and work-saving
Journal of Clinical Epidemiology
·
2022
·
6 authors
·
review
·
Open access
23
citations
Accuracy and Efficiency of Machine Learning–Assisted Risk-of-Bias Assessments in “Real-World” Systematic Reviews
Annals of Internal Medicine
·
2022
·
6 authors
·
review
27
citations
Machine learning reduced workload with minimal risk of missing studies: development and evaluation of a randomized controlled trial classifier for Cochrane Reviews
Journal of Clinical Epidemiology
·
2020
·
7 authors
·
Open access
252
citations
Generating (Factual?) Narrative Summaries of RCTs: Experiments with Neural Multi-Document Summarization
PubMed Central
·
2020
·
3 authors
·
Open access
44
citations
Trialstreamer: A living, automatically updated database of clinical trial reports
Journal of the American Medical Informatics Association
·
2020
·
9 authors
·
Open access
85
citations
Semi-Automated evidence synthesis in health psychology: current methods and future prospects
Health Psychology Review
·
2020
·
5 authors
·
Open access
30
citations
Toward systematic review automation: a practical guide to using machine learning tools in research synthesis
Systematic Reviews
·
2019
·
2 authors
·
review
·
Open access
635
citations
A rapid research needs appraisal methodology to identify evidence gaps to inform clinical research priorities in response to outbreaks—results from the Lassa fever pilot
BMC Medicine
·
2019
·
12 authors
·
Open access
28
citations
Machine learning to help researchers evaluate biases in clinical trials: a prospective, randomized user study
BMC Medical Informatics and Decision Making
·
2019
·
6 authors
·
Open access
53
citations
Rapid reviews may produce different results to systematic reviews: a meta-epidemiological study
Journal of Clinical Epidemiology
·
2018
·
4 authors
·
review
·
Open access
95
citations
Machine learning for identifying Randomized Controlled Trials: An evaluation and practitioner's guide
Research Synthesis Methods
·
2018
·
5 authors
·
Open access
433
citations
Living systematic review: 1. Introduction—the why, what, when, and how
Journal of Clinical Epidemiology
·
2017
·
83 authors
·
review
·
Open access
652
citations
Living systematic reviews: 2. Combining human and machine effort
Journal of Clinical Epidemiology
·
2017
·
86 authors
·
review
·
Open access
354
citations
Living systematic reviews: 3. Statistical methods for updating meta-analyses
Journal of Clinical Epidemiology
·
2017
·
88 authors
·
review
·
Open access
148
citations
Identifying reports of randomized controlled trials (RCTs) via a hybrid machine learning and crowdsourcing approach
Journal of the American Medical Informatics Association
·
2017
·
6 authors
·
Open access
186
citations
Automating Biomedical Evidence Synthesis: RobotReviewer
Annual Meeting of the Association for Computational Linguistics: System Demonstrations (ACL Demo)
·
2017
·
3 authors
·
other
·
Open access
96
citations
When and how to update systematic reviews: consensus and checklist
BMJ
·
2016
·
25 authors
·
review
·
Open access
424
citations
RobotReviewer: evaluation of a system for automatically assessing bias in clinical trials
Journal of the American Medical Informatics Association
·
2015
·
3 authors
·
Open access
316
citations
Automating Risk of Bias Assessment for Clinical Trials
IEEE Journal of Biomedical and Health Informatics
·
2015
·
3 authors
·
Open access
59
citations
Automating risk of bias assessment for clinical trials
ACM International Conference on Bioinformatics, Computational Biology, and Health Informatics (ACM-BCB)
·
2014
·
3 authors
·
other
·
Open access
28
citations