Goals:
This project has three broad sets of goals. The primary goal is to
provide new diabetest reporting and management tools based on
Nightscout data. I also have some personal learning goals and
intend to use this project as a test-bed for some of my ideas
regarding open / transparent research methodologies.
Diabetes Reporting and Management
| Status |
Completed |
Goal |
| DONE |
2015-07-29 |
Publish example code showing how to query data in a
Nightscout databse.
|
| ACTIVE |
|
Use Nightscout data to create a PDF report similar to the
Medtronic "Sensor & Meter Overview" report.
- 24 Hour
- Bedtime to Wake-Up
- Meal Periods
|
| TODO |
|
Create an interactive dashboard (Shiny!) for Karen that
allows us to better understand her blood glucose patterns.
|
| ACTIVE |
|
Finish reading Sugar Surfing.
|
| TODO |
|
Use ideas from Sugar Surfing to improve our reporting and
processing of Karen's CGM data.
|
| TODO |
|
Develop a generic time-series approach for identifying
trends in the Nightscout data.
|
| TODO |
|
Publish an R package to make it easier for others to
access and use these ideas.
|
Learning
| Status |
Completed |
Goal |
| ACTIVE |
2015-07-29 |
Learn how to effectively query the Nightscout database.
- DONE: RMongo
- DONE: rmgondb
- TODO: mongolite
|
| TODO |
|
Develop a function to import Nightscout Mongo data into R.
|
| TODO |
|
Develop a function to export Nightscout data as a CSV file.
|
| TODO |
|
Develop / Publish an R package to help others access and use their Nightscout data.
|
| TODO |
|
Develop a generic time-series method to predict extreme
highs and lows before they happen.
|
| TODO |
|
Use this project to demonstrate an open/transparent research process.
|