steph-rey

MS-Covid_Staging

This project transforms demographics, clinical scenario, and respiratory support data for patients hospitalized at UCSF into a daily snapshot of clinical severity stage for each patient. Ordinal scale adapted from WHO’s Clinical Progression Scale, which aims to capture patient clinical trajectory and resource usage over time.

MS-Markov_Covid_Staging

This project builds and validates a Markov model to predict the clinical trajectory of hospitalized COVID-19 patients at UCSF

MS-ADI

This project evaluates the relationship between Area Deprivation Index (ADI), clinical severity, length of stay (LOS), and readmission among COVID-19 patients at UCSF

MS-Antibiogram

This project evaluates spatial and temporal correlation of UCSF antibiogram data

MS-CDI_Risk

This project builds and validates a CDI risk assessment model based on UCSF inpatient data

MS-UTSW_Covid_Staging

This project imports and analyzes demographic and Covid staging data for COVID-19 patients hospitalized at UTSW

steph-rey.github.io