Miscellaneous Visualizations

A patient- and therapist-facing mobile platform that drives at-home rehab adherence, measures recovery with on-device AI, and closes the loop with clinician dashboards and EHR integration.

Developed ML models to predict toxicities in melanoma patients receiving immune checkpoint inhibitor (ICI) therapy.

This project focuses on developing an end-to-end machine learning pipeline to predict patient mortality within 180 days of their last recorded medical visit.

This project presents a proposal to develop a multi-stakeholder COVID-19 patient registry, led by our hospital in collaboration with MGUH, Sibley, and GW hospitals.

This project was conducted as part of the HIDS-7003-01 Final Project to explore molecular and immune-related changes in Bladder Cancer using genomic data.

This project focuses on improving the management of essential hypertension in primary care to address the challenge of overwhelmed hypertension clinics.

This project focuses on developing a Tableau dashboard to help hospital leadership evaluate and improve patient Length of Stay (LOS) across different Diagnostic Related Group (DRG) codes.

This project analyzes the quality of asthma care within the SyntheticMGUH database, focusing on patient data from October 2022 to October 2023.