Data, AI, and Design Core collaboration

Data, AI, & Design Core

Connecting investigators with high-value data, advanced AI methods, and rigorous translation design to accelerate scalable diabetes research.

Request a ConsultationExplore Core Expertise

About the Core

Data and design built for
translation at scale.

The Data, AI, and Design Core combines expertise in medicine, epidemiology, economics, artificial intelligence, health services, and policy. Its Data, AI, and Translation Design hubs help investigators access high-value data, apply innovative methods, and produce evidence that can scale into practice and policy.

DataHigh-value access
AIPrecision research
DesignScalable evidence

Services Offered

Integrated support from data access to scalable evidence

Engage Core B for high-value data, AI and advanced methods, rigorous research design, and policy-relevant translation.

Data Access & Analytics

  • Dataset identification & selection
  • GCDTR Data Hub & repository
  • All of Us, Cosmos & Bridge2AI
  • Cohort/outcome definitions & code
  • Complex data training

AI & Advanced Methods

  • AI methods consultation
  • Expert matchmaking & collaboration
  • LLMs, causal AI & machine learning
  • Deep learning & medical imaging
  • Microsimulation & predictive models

Research Design & Causal Methods

  • Study & analytic design
  • Causal inference & trial emulation
  • Quasi-experimental methods
  • Real-world evidence studies
  • Epidemiology, econometrics & HSR

Translation, Policy & Scalability

  • Health policy evaluation
  • Cost-effectiveness & economics
  • Scalability & sustainability planning
  • Stakeholder-informed study design
  • Program adaptation & scale-up

Areas of Expertise

Data, methods, and design working as one.

01High-Value Data
02AI & Machine Learning
03Causal Methods
04Health Economics
05Policy Translation
06Scalable Design

Core Experts

Experts advancing data-driven diabetes translation

Connect with experts in AI, clinical research, implementation, economics, and health policy.

How to Request Services

From request to
research partnership

Share your dataset, analytic question, design challenge, or policy objective. Core B will assemble the right data and methods expertise.

Start a Consultation Request
01

Submit your request

Share your project goals and the type of support you need.

02

Meet with the core

Discuss priorities, timing, methods, and collaborators.

03

Build a support plan

Define the scope, milestones, and consultation approach.

04

Continue together

Receive ongoing guidance throughout the project.