Resgrid Dispatch is a dedicated application for dispatchers to create and manage calls\incidents and unit responses for users of the Resgrid system

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

An Agentic Simulator for Emergency Department Operations

Open-source medical LLM safety evaluation pipeline with reproducible benchmarks and high-risk clinical failure analysis.

https://www.sciencedirect.com/science/article/abs/pii/S1386505621001969?via%3Dihub

Characteristics and waiting time prediction for patients in the pediatric emergency department

Machine learning model to predict emergency room outcomes using MIMIC-IV-ED data.

Emergency Department (ED) Simulation is a Java-based project designed to model and optimize patient flow, resource management, and triage prioritization in hospital emergency departments. Using OOP principles and probabilistic models, this simulation aims to improve efficiency and decision-making in ED operations.

A real-time, cross-platform emergency reporting system for Unisan citizens and agencies.

Individual final-year dissertation project (80%) at King’s College London: a Java agent-based model of Emergency Department patient flow and operations.

simulation, queuing algorithms, data processing and modeling

Analysis into Paediatric Mental Health related ED attendances and admissions across CMAST providers.

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.

Script for preparatory work and analyses linked to WP3

Process Mining project ; Master's Degree in Computer Science @ UniPD

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.

Public release of Cigal Concepts' internal tool for reviewing and refining facility-level E/M charge accuracy in emergency departments.

Real-time early warning dashboard for predicting Emergency Department overload across California using ML and time-series forecasting.

This SkillUp.online project applies statistical analysis and predictive modeling techniques to healthcare operations. It includes end-to-end analysis with emergency department (ED) visit data—exploring patterns, testing hypotheses, and building models that support data-driven operations.