RoBIn: A Transformer-based model for risk of bias inference with machine reading comprehension.
Journal:
Journal of biomedical informatics
Published Date:
Apr 16, 2025
Abstract
OBJECTIVE: Scientific publications are essential for uncovering insights, testing new drugs, and informing healthcare policies. Evaluating the quality of these publications often involves assessing their Risk of Bias (RoB), a task traditionally performed by human reviewers. The goal of this work is to create a dataset and develop models that allow automated RoB assessment in clinical trials.