project 8
Extract Patient Entities from Free-Text EHR Data Using NLP Models
This project aims at constructing a natural language processing (NLP) pipeline by implementing transformer-based and large language models to extract social determinants of health (SDOH) variables from unstructured text.
This project achieved the following:
- Worked under the guidance of one epidemiologist and one data scientist at Brigham.
- Presented during the weekly group meetings.