Automating knowledge synthesis in biomedical literature using AI and language models

Project Code

MRCPHS24Br Liu

Research Theme

Population Health Sciences

Full Project Description

Please download the below document for a full project description and to see the full supervisory team.

Summary

Knowledge synthesis approaches can be used to extract and summarise large amounts of information from research articles to generate broader perspectives and new insights e.g. to comprehensively summarize the effect of obesity and other factors on the risk of breast cancer using all relevant research articles. This PhD will explore using artificial intelligence approaches, such as language models to automate knowledge synthesis on a large scale.

Lead Supervisor

Dr Yi Liu

Lead Supervisor Email

yi6240.liu@bristol.ac.uk

University Affiliation

Bristol