Overview
Explore the development of open-source artificial pancreas systems for Type 1 diabetes management, including LoopKit and OpenAPS, with insights on components, architecture, and real-world application.
Syllabus
-
- Introduction to Type 1 Diabetes and Artificial Pancreas Systems
-- Overview of Type 1 Diabetes
-- Challenges in Diabetes Management
-- Concept of Artificial Pancreas Systems
- Open Source Diabetes Management Solutions
-- Definition and Significance
-- Historical Perspective on Open Source Medical Devices
- Understanding OpenAPS (Open Artificial Pancreas System)
-- Overview of OpenAPS Architecture
-- Key Components and Technologies
-- Installation and Configuration of OpenAPS
- Diving into LoopKit
-- Architecture and Functionality of LoopKit
-- Hardware and Software Requirements
-- Setting Up and Running LoopKit
- Components of an Artificial Pancreas
-- Continuous Glucose Monitoring Systems
-- Insulin Pumps and Interfaces
-- Algorithms for Predictive Control
- Software Architecture of Open Source Artificial Pancreas Systems
-- Data Processing and Analysis
-- Communication Protocols
-- Security and Privacy Considerations
- Real-World Applications and Case Studies
-- User Experiences and Feedback
-- Comparative Studies of OpenAPS and LoopKit
-- Impact on Health Outcomes
- Challenges and Limitations
-- Technical Constraints and Solutions
-- Regulatory and Ethical Considerations
- Future Directions in Artificial Pancreas Technology
-- Emerging Trends in Diabetes Technology
-- The Role of Artificial Intelligence and Machine Learning
-- The Future of Open Source Solutions in Healthcare
- Final Project and Implementation
-- Development of a Prototype Artificial Pancreas System
-- Testing and Evaluation in Simulated Environments
-- Presentation of Project Findings and Insights
Taught by
Tags
On-Demand
