Ahmed Al Mahrooqi

Building Trust in Clinical LLMs: Bias Analysis and Dataset Transparency

Large language models offer transformative potential for healthcare, yet their responsible and equitable development depends critically on a deeper understanding of how training data characteristics influence model behavior, including the potential for bias. Current practices in dataset curation and