Preclinical research is a vital step in the drug discovery pipeline and more generally in helping to better understand human disease aetiology and its management. Systematic …
Systematic review is a crucial method that has been widely used. by scholars from different research domains. However, screening for relevant scientific literature from paper …
Background Researchers performing high-quality systematic reviews search across multiple databases to identify relevant evidence. However, the same publication is often retrieved …
M Li, J Sun, X Tan - Systematic Reviews, 2024 - Springer
Objective This study aimed to evaluate the performance of large language models (LLMs) in the task of abstract screening in systematic review and meta-analysis studies, exploring their …
Metaresearch is a scientific field involving the study of research itself. It has been applied to clinical trials since the 1980s, 1 but has only become an emerging discipline over the last …
Background: In this paper we outline a method of applying machine learning (ML) algorithms to aid 17 citation screening in an on-going broad and shallow systematic review …
I would also like to thank my colleagues, friends, and family who have supported me along the way. Firstly, I would like to thank my supervisor Dr Emily Sena. You are not only an …
Background It is recommended that researchers who perform systematic reviews of the literature search across several bibliographic databases in order to obtain as many records …
Animal models are widely used in research aimed at advancing human healthcare, although their utility for this purpose is more often presumed, than studied. In this thesis I evaluate the …