Beyond accuracy: a framework for evaluating algorithmic bias and performance, applied to automated sleep scoring
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DOI: 10.1038/s41598-025-06019-4
Abstract: Recent advancements in artificial intelligence (AI) have significantly improved sleep-scoring algorithms, bringing their performance close to the theoretical limit of approximately 80%, which aligns with inter-scorer agreement levels. While this suggests the problem is technically… read more here.
Keywords: performance; accuracy framework; beyond accuracy; sleep scoring ... See more keywords