Health Equity Modeling

This page provides resources for health equity modeling and analysis.



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NIH ComPASS - Community Partnerships to Advance Science for Society

Learn more in the NIH press release:

ComPASS Program website:

ComPASS funded research page:

To learn more about ComPASS, watch this brief video:

Other Activities

February 15, 2024 - Pre-Application Webinar for prospective applicants for the NIH Bridge-to-Care Initiative -- REGISTER HERE

December 5, 2023 - Submissions due for the NIH Build UP Trust Challenge

June 29, 2023 Session at the 2023 IMAG/MSM Past2Future Meeting

Plenary Session 2.3 – Opportunities for Multiscale Modeling to Address Health Disparities and Move Toward Health Equity


March 2-3, 2023 Impacts of Healthcare Algorithms on Racial and Ethnic Healthcare Disparities

Webinar, slides are located here,



Relevant Publications:

February 24, 2023: A framework to identify ethical concerns with ML-guided care workflows: a case study of mortality prediction to guide advance care planning

January 1, 2023: Investigating real-world consequences of biases in commonly used clinical calculators

March 2022: Community Sharing: Contextualizing Western Research Notions of Contamination within an Indigenous Research Paradigm

August 19, 2022: Assessment of Adherence to Reporting Guidelines by Commonly Used Clinical Prediction Models From a Single Vendor, A Systematic Review

October 4, 2020: [arxiv] Fairness in Machine Learning: a Survey.

October 5, 2018: [arxiv] Model Cards for Model Reporting

2017: What Touched Your Heart? Collaborative Story Analysis Emerging From an Apsáalooke Cultural Context