At its heart, the Geneia Data Intelligence Lab (GDI Lab) uses leading-edge data science to drive lower healthcare costs and improve health outcomes.
Our lab prioritizes projects that address major cost drivers and enable our clients – health plans, hospitals, physicians and their value-based partners – to identify, stratify and predict high-cost patients and conditions such as heart failure and diabetes.
Our models help clients to intervene earlier with patients whose risk is expected to rise and/or who are at risk for major, expensive conditions, allowing healthcare organizations to mitigate future costs while improving the health of those they serve.
Using Low Dimensional Representation of Medical Concepts to Improve Population Health
Chief Analytics and Technology Officer Fred Rahmanian discusses how Geneia’s use of low dimensional representation of medical concepts allows health plans, hospitals and physician organizations to better identify, stratify and engage patient cohorts.
This presentation was originally part of the Predictive Analytics World for Healthcare 2020 virtual conference on June 3rd, 2020.
Explore GDI Lab Blogs
Geneia Conversations: AI Model Interpretability
GDI Lab data scientist Andrew Fairless explains importance of interpretability.
Advancing the fight against opioid abuse and overdose
Predicting opioid abuse and overdose helps patients at high risk.
Why hypertension is a focus for the Geneia Data Intelligence Lab
Two Geneia data scientists generated hypertension insights.
Explore GDI Lab in the News
Geneia: Using AI to manage chronic illness, population health
Horizon and Geneia: Simplifying value-based, patient-centric care
Webinar: How Geneia Uses Machine Learning and Analytics to Drive Innovation
Explore GDI Lab Publications
Geneia Data Intelligence Lab: Predicting Opioid Abuse & Overdose
Geneia Data Intelligence Lab: Using AI to Drive Lower Healthcare Cost
Geneia Data Intelligence Lab Fred Rahmanian
Explore GDI Lab Videos
Using AI to Improve Population Health
AI Fireside Chat Series: Do you think AI has lagged in healthcare?
AI Fireside Chat Series: What's the low-hanging fruit of AI in healthcare?
We'd love to hear from you! Contact us and we'll be right with you.