Fairness aware subset selection for advancing equity in skin cancer detection.
Skin cancer is the most common malignancy in the United States, with more than five million cases diagnosed annually among 3.3 million individuals. Melanoma, the deadliest form of skin cancer, accounts for roughly 200 000 new diagnoses each year and nearly 10 000 deaths. AI-based skin cancer detection is being developed and tested in laboratory and academic settings as a promising approach to improve access and reduce disparities. However, current models often [...]
Author(s): Perry, Yehuda, Almuzaini, Abdulaziz A, Adamson, Adewole S, Dasgeb, Bahar, Foran, David J, Singh, Vivek K
DOI: 10.1093/jamia/ocag028