Development and preliminary testing of Health Equity Across the AI Lifecycle (HEAAL): A framework for healthcare delivery organizations to mitigate the risk of AI solutions worsening health inequities

Kim, Jee Young; Hasan, Alifia; Kellogg, Katherine C.; Ratliff, William; Murray, Sara G.; Suresh, Harini; Valladares, Alexandra; Shaw, Keo; Tobey, Danny; Vidal, David E.; Lifson, Mark A.; Patel, Manesh; Raji, Inioluwa Deborah; Gao, Michael; Knechtle, William; Tang, Linda; Balu, Suresh; Sendak, Mark P.

doi:10.1371/journal.pdig.0000390

Development and preliminary testing of Health Equity Across the AI Lifecycle (HEAAL): A framework for healthcare delivery organizations to mitigate the risk of AI solutions worsening health inequities

The use of data-driven technologies such as Artificial Intelligence (AI) and Machine Learning (ML) is growing in healthcare. However, the proliferation of healthcare AI tools has outpaced regulatory frameworks, accountability measures, and governance standards to ensure safe, effective, and equit…