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Improving the repeatability of deep learning models with Monte Carlo dropout

Abstract The integration of artificial intelligence into clinical workflows requires reliable and robust models. Repeatability is a key attribute of model robustness. Ideal repeatable models output predictions without variation during independent tests carried out under similar conditions. However,...

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Detaylı Bibliyografya
Asıl Yazarlar: Andreanne Lemay, Katharina Hoebel, Christopher P. Bridge, Brian Befano, Silvia De Sanjosé, Didem Egemen, Ana Cecilia Rodriguez, Mark Schiffman, John Peter Campbell, Jayashree Kalpathy-Cramer
Materyal Türü: Artigo
Dil:Inglês
Baskı/Yayın Bilgisi: Nature Portfolio 2022-11-01
Seri Bilgileri:npj Digital Medicine
Online Erişim:https://doi.org/10.1038/s41746-022-00709-3
Etiketler: Etiketle
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