3 papers
cs.CL2024
Using Large Language Models to Generate Clinical Trial Tables and Figures
Yumeng Yang, Peter Krusche, Kristyn Pantoja +4
Tables, figures, and listings (TFLs) are essential tools for summarizing clinical trial data. Creation of TFLs for reporting activities is often a time-consuming task encountered r…
cs.CL2024★ 2 cited
Exploring the Generalization of Cancer Clinical Trial Eligibility Classifiers Across Diseases
Yumeng Yang, Ashley Gilliam, Ethan B Ludmir +1
Clinical trials are pivotal in medical research, and NLP can enhance their success, with application in recruitment. This study aims to evaluate the generalizability of eligibility…
cs.CL2023★ 7 cited
Text Classification of Cancer Clinical Trial Eligibility Criteria
Yumeng Yang, Soumya Jayaraj, Ethan B Ludmir +1
Automatic identification of clinical trials for which a patient is eligible is complicated by the fact that trial eligibility is stated in natural language. A potential solution to…