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Ultrasound Image Representation Learning by Modeling Sonographer Visual Attention

Image representations are commonly learned from class labels, which are a simplistic approximation of human image understanding. In this paper we demonstrate that transferable representations of images can be learned without manual annotations by modeling human visual attention. The basis of our ana...

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Detalles Bibliográficos
Publicado en:Inf Process Med Imaging
Main Authors: Droste, Richard, Cai, Yifan, Sharma, Harshita, Chatelain, Pierre, Drukker, Lior, Papageorghiou, Aris T., Noble, J. Alison
Formato: Artigo
Idioma:Inglês
Publicado: 2019
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Acceso en liña:https://ncbi.nlm.nih.gov/pmc/articles/PMC6986905/
https://ncbi.nlm.nih.gov/pubmed/31992944
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1007/978-3-030-20351-1_46
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