Hospital Health Guard
Keep your most valuable hospital employees performing at their best
Las Vegas
Technologies Used
Pythonfitbit api
scikit-learn
Python Flask
Amazon Lambda
athenaHealth
About
We decided to focus on a different aspect: Making a service and app the helps those in charge of helping others. With Hospital Health Guard we leverage the FitBit API and the Anthena Health API to help hospitals manage their most valuable resource: their clinicians. Our project has three main components: - A FitBit app used to collect data points from the clinicians, such as, but not limited to: resting heart rate, stride (walk - run), weight, minutes active, calories, steps, etc. This app is also used to provide notifications to the clinician. - A corporate dashboard that allows administrators to see the current health status of their clinicians as well as recommendations for scheduling. This dashboard pulls data from the Athena Health API and uses it to generate scheduling/routing suggestions. - A machine learning model that takes FitBit and Athena Health data as input and makes a prediction (based on data outside the ‘normal’ ranges) at any given time for the clinician’s fatigue levels. These predictions and then sent as messages to both the dashboard (for administrator review/action) and the clinician (to take a break).
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