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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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Detaylı Bibliyografya
Yayımlandı:Inf Process Med Imaging
Asıl Yazarlar: Droste, Richard, Cai, Yifan, Sharma, Harshita, Chatelain, Pierre, Drukker, Lior, Papageorghiou, Aris T., Noble, J. Alison
Materyal Türü: Artigo
Dil:Inglês
Baskı/Yayın Bilgisi: 2019
Konular:
Online Erişim: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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