Device Connect - Fitbit
Google + Fitbit
Big Query
Looker
Integrating Fitbit data with Google Cloud
to provide better health analytics
Leveraging the tools available through the Google Cloud platform could help support patients like never before. Integrating
patient EHR and Fitbit Health & Wellness data we will be able to derive and provide actionable insights into what leads to
patient success. Better understanding what behavior and lifestyle patterns lead to postoperative success, this can drive the
development of nudges and reminders encouraging patients to adopt these behaviors to support better outcomes.
Ingest
Join together patient app data and Fitbit health and wellness data.
Analyze
Leverage BigQuery, AI Notebook, Vertex Ai, to service population health insights.
Transform
Harmonize the data so it can be used for analytics and machine learning solutions.
Support
Leverage AI learnings to continuously improve behavioral nudges. Share behavior trends with bariatric care managers via looker dashboards.
Goals
Patients: Improve outcomes from the bariatric process for the patient
Payers: Reduce costs for the payer by optimizing the care based on data driven analytics; predict outcomes, identify potential issues early; qualify success at the start of the process
Results
Patients: Set expectations and provide instant feedback based on lifestyle options and allow patients to optimize their own recovery
Payers: Improve success rates and optimize costs for patients and provide visibility into the variables which affect long term patient care
Stream Data
Leverage streaming and preprocessing with Dataflow, scalable analytics with BigQuery, pre-built and custom modeling with Vertex AI.
Integrate and Harmonize
Bring clinical, operational, and financial data together. Use healthcare-aware transformations to prepare data for analysis. Accelerate the time to insights to answer specific business questions.
Visualize and Analyze
Google driven tools such as Looker and Data Studio are used to build analytics platforms to support both patients in life and providers in the OR.
End-To-End Analytics
Get complete information about the patient population. Better understand your patient population and what drivers them to succeed in and out of the OR.
Technology Used