Current projects

Health care

These are several projects arising from or inspired by my recent work in health care.

Evaluation of Post-Operative Enteral Antihypertensive Medication Timing and Hold Parameters - an evaluation of a pharmacy protocol intended to prevent low blood pressure events in patients post-surgery

Outcomes of Monoclonal Antibody Use in Patients with COVID-19 - a propensity-matched comparison of the effect of monoclonal antibodies on 28-day rehospitalization and mortality in 21,139 outpatients who presented with mild-to-moderate COVID-19 infections to Seattle area emergency departments from 2021 to 2022

Predicting Mortality in Patients with Necrotizing Fasciitis: A Machine Learning Study - Unsupervised and supervised models to predict mortality in 158 Boston area inpatients diagnosed with necrotizing fasciitis (flesh-eating bacterial infections) from 2008 to 2019

Predicting Mortality in Heart Failure Patients Admitted to ICU - a logistic regression analysis of mortality in 1,177 adult heart failure (HF) patients admitted to a Boston hospital from 2008 to 2019