NLP System for Mining Social Determinant of Health From Clinical Notes and its Fairness Evaluations

Zhecheng Sheng

Abstract: 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.