PubMed and beyond: biomedical literature search in the age of artificial intelligence

Q Jin, R Leaman, Z Lu - EBioMedicine, 2024 - thelancet.com
Biomedical research yields vast information, much of which is only accessible through the
literature. Consequently, literature search is crucial for healthcare and biomedicine. Recent …

Promoting Fairness in Classification of Quality of Medical Evidence

S Suster, T Baldwin, K Verspoor - The 22nd Workshop on …, 2023 - aclanthology.org
Automatically rating the quality of published research is a critical step in medical evidence
synthesis. While several methods have been proposed, their algorithmic fairness has been …

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… - 2024 - researchsquare.com
Background Systematic reviews (SRs) are time-consuming and labor-intensive to perform.
With the growing number of scientific publications, the SR development process becomes …

Zero‐and few‐shot prompting of generative large language models provides weak assessment of risk of bias in clinical trials

S Šuster, T Baldwin, K Verspoor - Research Synthesis Methods - Wiley Online Library
Existing systems for automating the assessment of risk‐of‐bias (RoB) in medical studies are
supervised approaches that require substantial training data to work well. However, recent …

Red blood cell transfusion, patient outcomes and anaemia in elective orthopaedic surgery through the lens of supervised learning and mediation analysis

L Pacnerová - 2023 - essay.utwente.nl
Introduction: An urge in the patient blood management and transfusion medicine
landscapes to study patient outcomes is prevalent in pursuit of relieving transfusion …

[PDF][PDF] Digital Evidence Synthesis Tools in Educational Technology Research: A systematic mapping review

M Bond, H Khosravi, N Bergdahl, K Buntins, M De Laat… - researchgate.net
The field of educational technology (EdTech) has witnessed a substantial increase in
evidence synthesis efforts, particularly in response to the COVID-19 pandemic and the rapid …

[PDF][PDF] Natural Language Processing and Deep Learning Approaches for Systematic Review (Semi-) Automation

S Marchand–Maillet, H Müller - access.archive-ouverte.unige.ch
Advances in natural language processing are the talk of the town, yet these advances have
not materialized into their widespread adoption into systematic review automation …