Inspiration
I have been building and testing a population health manager that I made for ACO's, it focuses on prevention but for this hackathon I shifted the focus to outpatient management so that I could use some of the same population health management tools but applied to this pandemic.
What it does
Covie helps you track and report coronavirus symptoms
- Report symptom
- Covie follows up w/ you see if symptom goes
- a) Goes away
- b) Gets better
- c) Gets worse
- Sends the data to your Dr. via email.
- Allows your doctor to login and create or assign you an automated outpatient management protocol.
- 24/7 patient monitoring of your symptoms
How I built it
- I created a custom COVID-19 protocol
- Found several workflows for handling COVID-19
- Loaded them into DM
- Setup a fork of DietManager called OutpatientManager
- Modifying DietManager so that it will support food/nutrition interventions and Rx ones e.g.: COVID
Challenges I ran into
Time
Accomplishments that I'm proud of
23 people have used it so far
What I learned
How to generate text using Knowledge Distillation and GANs
What's next for Covie
- Improve the NLP
- Improve detection of symptom progression vs regression
- Hook into my population health manager
- Improve patient feedback loop
- Setup better metrics and. automated outcome verification
Log in or sign up for Devpost to join the conversation.