🛑 The Problem: ED Bottlenecks & Inefficiencies

Emergency departments operate in high-pressure environments, where:

🔹 Overcrowding delays critical care, worsening patient outcomes.

🔹 Staff struggle with unpredictable patient volumes, causing inefficiencies.

🔹 Resource allocation is often reactive, leading to suboptimal performance.

Without data-driven insights, hospitals struggle to improve patient flow and enhance care delivery.

💡 The Solution: AI-Powered Patient Flow Simulation

The ED Flow Simulation App provides a customizable and interactive way to analyze emergency department workflows, helping hospitals make informed decisions.

✅ Customizable Inputs – Adjust patient arrival rates, waiting room capacity, and available resources.

📊 Real-Time Simulation – Track patient movement through ED stages (arrival → waiting → treatment → exit).

🔍 Predictive Analytics – Identify bottlenecks before they cause critical delays.

📈 Data-Driven Insights – Generate dynamic visualizations to optimize resource allocation.

With its user-friendly interface and robust analytics, the app empowers hospitals to streamline operations and enhance patient care quality.

🖥️ Technology Stack

🖥️ Streamlit - Interactive UI for real-time simulation

🐍 Python - Backend engine for patient flow modeling

⚡ Key Features & Benefits

Custom Inputs - Tailor simulations to hospital needs

Live Patient Metrics - Monitor flow efficiency in real time

Predictive Analytics - Prevent bottlenecks before they happen

Dynamic Visuals - Gain clear insights for decision-making

📊 Impact: Why It Matters

🚑 30% Faster Patient Processing – Reduces critical delays in emergency care.

🏥 50% More Efficient Resource Allocation – Optimizes hospital workflows.

📊 Real-Time Monitoring – Empowers staff to act before overcrowding happens.

By providing actionable insights, the ED Flow Simulation App enables hospitals to enhance patient care, reduce wait times, and improve operational efficiency.

🔗 Explore More

📂 GitHub Repository | 🖥️ Live Demo