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Geneia Data
Intelligence Lab

Solving healthcare’s most intractable problems.

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.

Featured Resource

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 Data Intelligence Lab data scientist explains interpretability in a podcast
Data Science
Geneia Conversations: AI Model Interpretability

GDI Lab data scientist Andrew Fairless explains importance of interpretability.

Case study about predicting who is at risk for opioid abuse and overdose.
Data Science
Advancing the fight against opioid abuse and overdose

Predicting opioid abuse and overdose helps patients at high risk.

Geneia data scientists create insights to improve hypertension treatment and management.
Data Science
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 discusses using AI to manage chronic illness and improve population health at MHA webinar
Geneia: Using AI to manage chronic illness, population health
Horizon-and-Geneia-Simplifying-Value-Based-Patient-Centric-Care
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’s model accurately identified 80 percent of the people
Data Science
Geneia Data Intelligence Lab: Predicting Opioid Abuse & Overdose
Data Science
Geneia Data Intelligence Lab: Using AI to Drive Lower Healthcare Cost
Data Science
Geneia Data Intelligence Lab Fred Rahmanian

Explore GDI Lab Videos

Data Science
Using AI to Improve Population Health
Data Science
AI Fireside Chat Series: Do you think AI has lagged in healthcare?
Data Science
AI Fireside Chat Series: What's the low-hanging fruit of AI in healthcare?
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