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Scientific Abstract | Oxford Academic

Sensitivity analysis of an embryo grading artificial intelligence model to different focal planes

June 30th, 2022

Abstract

Study question: What is the sensitivity of an embryo-grading artificial intelligence (AI) model to different focal planes and how do we obtain consistent scores across focal planes?

Summary answer: Test-time augmentation and ensemble modeling reduce sensitivity of the AI model to different focal planes while maintaining performance.