work Computational Brand Personality Developing an integrated framework for understanding brand consistency from online content Clinical trial search Developing an aspect-based clinical trial search and an interpretable system using the Pubmed citation network Medical Knowledge-aware Pretrained Language Models Incorporating domain knowledge in various pretrained language models to improve performance in limited data scenarios Data-driven Patient Subtyping for Parkinson's Disease Identifying novel PD subtypes using an interpretable decision-tree-based method that is robustly reproducible in an independent PD cohort.