Ellie Albertson
Data Scientist at Cedars-Sinai Medical Center
Dr. Ellie Albertson is a data scientist working in health care, with an interest in bias and fairness in machine learning.
Sessions
Leveraging Neighborhood Socioeconomic Data to Predict Individual Experiences: A Health Care Application
ML & Data Science Intermediate
This presentation will provide an overview of publicly available neighborhood deprivation and vulnerability indices, and will illustrate the use of these data in a machine learning model to predict hospital patient socioeconomic experiences. Takeaways will be especially relevant to those interested in social equity and algorithmic bias and fairness.
https://youtu.be/tmQ49UC7n6I?si=cOYwPt_rp4Q597rD