A streamlit app (running from github pages using the stlite package) for teaching concepts of discrete event simulation, including animated entity flow plots created in Plotly. IMPORTANT NOTE: Works in Chrome, Edge or Safari - not Firefox.
Characteristics and waiting time prediction for patients in the pediatric emergency department
One of the top solutions for The 2019 DII National Data Science Challenge: https://sbmi.uth.edu/dii-challenge/. More details in the paper "An interpretable deep-learning model for early prediction of sepsis in the emergency department", published on Patterns 2021.
A program that calculates the hourly patient census in a hospital emergency department or inpatient unit, as well as the hourly staffing, and produces a common dataset that can be used for analysis.
Simulation; Queuing algorithms; Data processing and modeling
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