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Weakly Supervised Learning of Placental Ultrasound Images with Residual Networks

Accurate classification and localization of anatomical structures in images is a precursor for fully automatic image-based diagnosis of placental abnormalities. For placental ultrasound images, typically acquired in clinical screening and risk assessment clinics, these structures can have quite indi...

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Detalhes bibliográficos
Publicado no:Med Image Underst Anal
Main Authors: Qi, Huan, Collins, Sally, Noble, Alison
Formato: Artigo
Idioma:Inglês
Publicado em: 2017
Assuntos:
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC6816799/
https://ncbi.nlm.nih.gov/pubmed/31660542
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1007/978-3-319-60964-5_9
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