This page provides resources for health equity modeling and analysis.
NIH ComPASS - Community Partnerships to Advance Science for Society
Learn more in the NIH press release: https://go.nih.gov/NIHComPASSAwards23
ComPASS Program website: https://commonfund.nih.gov/compass
ComPASS funded research page: https://commonfund.nih.gov/compass/fundedresearch
To learn more about ComPASS, watch this brief video: https://www.youtube.com/watch?v=PVQVYQBh6KM
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
March 2-3, 2023 Impacts of Healthcare Algorithms on Racial and Ethnic Healthcare Disparities
Webinar, slides are located here, https://effectivehealthcare.ahrq.gov/news/meetings
AHRQ: https://effectivehealthcare.ahrq.gov/products/racial-disparities-health-healthcare/protocol
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
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