Roadmap to an Open Source Artificial Pancreas & Diabetes Monitoring with Flask
via YouTube
YouTube
2338 Courses
Overview
Explore open-source solutions for continuous glucose monitoring in Type 1 Diabetes, including the artificial pancreas project and building a notifier for the Nightscout dashboard.
Syllabus
-
- Introduction to Type 1 Diabetes and Continuous Glucose Monitoring (CGM)
-- Overview of Type 1 Diabetes
-- Introduction to CGM and its importance
- Open Source Solutions for Diabetes Management
-- Introduction to open-source healthcare technology
-- Overview of current open-source diabetes management tools
- The Artificial Pancreas Project
-- Understanding the artificial pancreas system
-- Key components and functionalities
-- Benefits and challenges
- Exploring the Nightscout Project
-- Introduction to the Nightscout project
-- Setting up and using the Nightscout dashboard
-- Integrating CGM data with Nightscout
- Building a Diabetes Monitoring System with Flask
-- Introduction to Flask and Python for web development
-- Setting up a Flask application
-- Accessing and displaying CGM data with Flask
-- Creating alerts and notifications for glucose monitoring
- Developing a Notifier for Nightscout
-- Overview of notifier functionality
-- Using Flask to build a custom notifier
-- Testing and deploying the notifier in Nightscout
- Practical Implementation and Data Security
-- Ensuring data privacy and security in open-source projects
-- Practical examples and case studies
- Future Directions and Advancements in Open Source Diabetes Technology
-- Emerging trends and technologies
-- The role of the community in advancing open-source projects
- Wrap-Up and Course Review
-- Recap of key concepts and skills learned
-- Discussion on further learning resources and next steps
Taught by
Tags