External Validation of a Mammography-Derived AI-Based Risk Model in a U.S. Breast Cancer Screening Cohort of White and Black Women

External Validation of a Mammography-Derived AI-Based Risk Model in a U.S. Breast Cancer Screening Cohort of White and Black Women

Despite the demonstrated potential of artificial intelligence (AI) in breast cancer risk assessment for personalizing screening recommendations, further validation is required regarding AI model bias and generalizability. We performed external validation on a U.S. screening cohort of a mammography-d...

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Bibliographic Details
Main Authors: Aimilia Gastounioti, Mikael Eriksson, Eric A. Cohen, Walter Mankowski, Lauren Pantalone, Sarah Ehsan, Anne Marie McCarthy, Despina Kontos, Per Hall, Emily F. Conant
Format: Article
Language:English
Published: MDPI AG 2022-09-01
Series:Cancers
Subjects:
breast cancer risk
artificial intelligence
digital mammography
screening
supplemental screening
breast density
Online Access:https://www.mdpi.com/2072-6694/14/19/4803

Internet

https://www.mdpi.com/2072-6694/14/19/4803

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