Curriculum learning for improved femur fracture classification: Scheduling data with prior knowledge and uncertainty

•We identify common curriculum learning elements among different data scheduling strategies, and present them within a unified formulation.•We propose two types of novel ranking functions guiding the prioritization of the training data.•We leverage domain-specific clinical knowledge to define the fi...

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Veröffentlicht in:Medical image analysis 2022-01, Vol.75, p.102273-102273, Article 102273
Hauptverfasser: Jiménez-Sánchez, Amelia, Mateus, Diana, Kirchhoff, Sonja, Kirchhoff, Chlodwig, Biberthaler, Peter, Navab, Nassir, González Ballester, Miguel A., Piella, Gemma
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Sprache:eng
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