Chih-Hsuan Wei

Knowledge-guided contextual gene set analysis with large language models

Abstract Motivation Gene set analysis (GSA) is a foundational approach for interpreting genomic data of diseases by linking genes to biological processes. However, conventional GSA methods overlook clinical context of the analyses, often generating long lists of enriched pathways with redundant, nonspecific, or irrelev...