NLP System for Mining Social Determinant of Health From Clinical Notes and its Fairness Evaluations
Zhecheng Sheng · 2022 IEEE 10th International Conference on Healthcare Informatics (ICHI) · 2022
This research proposal talks about recognizing SDoH components from clinical text using machine learning approaches. Upon developing a best model in practice for the task, existing tools are employed to assess and recalibrate machine biases. This study plans to use housing related entities as start point.