Research
Research interest: I am particularly interested in leveraging text data to better understand individual and community health. I apply natural language processing and machine learning on large-scale health data with a focus on modeling problems and proposing novel algorithms for real-world applications including but not limited to social media and medical data.
Please see here for my published work.
Projects
• Diagnosis Codes from Clinical Notes: This project aims to develop a novel approach for mapping clinical notes to diagnosis codes.• Clinical Note Summarization: This project focuses on designing an LLM-based model that extracts key clinical information and generate readable summaries.