Jennie Shin is the Director of SCAL Strategic Technology Solutions at Kaiser Permanente. Jennie is a Healthcare IT leader focused on aligning business strategy with leadership, organizational, technology and culture needs to transform the way care is delivered. She has experience with designing and orchestrating various solutions and processes to increase efficiency, access to data and improve customer experiences and create a personalized care model that delivers the right care at the right time.
Forecasting Influenza-Like Illnesses
Having foresight into patient encounter activity for influenza-like illnesses (ILI) is beneficial for resource planning and operations. This project involves analyzing historical ILI encounters and training an ensemble of machine learning models to forecast ILI activity on a daily scale for a 2-week horizon.