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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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Dades bibliogràfiques
Publicat a:Inf Process Med Imaging
Autors principals: Droste, Richard, Cai, Yifan, Sharma, Harshita, Chatelain, Pierre, Drukker, Lior, Papageorghiou, Aris T., Noble, J. Alison
Format: Artigo
Idioma:Inglês
Publicat: 2019
Matèries:
Accés en línia: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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