Inspiration
Inspiration As medical residents working in clinics, we face the daily challenge of monitoring multiple patients, managing complex health metrics, and ensuring continuous care. The current systems often feel fragmented, making it difficult to get a complete picture of a patient's health status at a glance. While brainstorming solutions, we realized that astronaut health monitoring faces similar challenges to what we experience in our clinics - the need for comprehensive, real-time health tracking and clear visualization of multiple health parameters. This parallel inspired us to create COMET, taking our understanding of patient monitoring needs and reimagining it through the lens of space crew health management, where every vital sign and health metric must be tracked with precision and clarity. What it does COMET revolutionizes health monitoring through a sophisticated quad-view interface:
Real-time vitals monitoring with dynamic visualizations Interactive 3D crew member models for intuitive health status representation Comprehensive health tracking including vital signs, sleep patterns, and physical metrics AI-powered health analysis and predictive insights Fleet-wide health management and reporting system
How we built it
We combined our medical knowledge with cutting-edge technologies to create a comprehensive health monitoring system. 🎨 Frontend
React - Building our robust user interface Chakra UI v3 - Modern, accessible component design Three.js & React Three Fiber - Interactive 3D visualizations TanStack Query - Efficient data management and caching Glass-morphism Design - Modern, clean interface aesthetics
🔧 Backend
Django REST Framework - Powerful API development PostgreSQL - Reliable data storage Docker - Application containerization Fly.io - Cloud deployment and scaling
🤖 AI & Reporting
Claude AI API - Intelligent report generation Custom Algorithms - Health metric analysis Real-time Processing - Data streaming pipelines
🚀 Development & Deployment
Git - Version control Docker - Consistent environments Fly.io - Reliable cloud hosting CI/CD - Automated deployment pipeline
Challenges we ran into
Creating an intuitive visualization system for complex medical data Implementing real-time health monitoring without compromising performance Balancing between beautiful design and medical functionality Developing accurate health status indicators that reflect multiple vital signs Integrating 3D visualizations with real-time health data Ensuring the system could handle multiple crew members across different fleets
Accomplishments that we're proud of
Successfully developed a quad-view interface that makes complex health data accessible Created an innovative 3D visualization system for health status Implemented real-time health monitoring with intuitive status indicators Designed a system that could scale from individual monitoring to group health management Built an AI-powered health analysis system that provides actionable insights Maintained medical accuracy while pushing the boundaries of user interface design
What we learned
The importance of user interface design in medical applications How to translate medical knowledge into digital health monitoring systems Advanced React and Three.js implementation techniques The complexities of real-time health data visualization Methods for making complex medical data accessible and actionable The challenges of building scalable health monitoring systems
What's next for COMET
Enhanced AI capabilities for more accurate health predictions Integration with wearable health monitoring devices Expanded group health management capabilities Mobile application development Advanced PDF report generation Implementation of telemedicine features Development of emergency response protocols Integration with existing medical record systems https://docs.google.com/presentation/d/1gF5HIb2a9SJ662hCdtf3MJhtjEyO3OzxbyP-vkMXyS4/edit?usp=sharing
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