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Deep echocardiography: data-efficient supervised and semi-supervised deep learning towards automated diagnosis of cardiac disease

Deep learning and computer vision algorithms can deliver highly accurate and automated interpretation of medical imaging to augment and assist clinicians. However, medical imaging presents uniquely pertinent obstacles such as a lack of accessible data or a high-cost of annotation. To address this, w...

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Detalhes bibliográficos
Publicado no:NPJ Digit Med
Main Authors: Madani, Ali, Ong, Jia Rui, Tibrewal, Anshul, Mofrad, Mohammad R. K.
Formato: Artigo
Idioma:Inglês
Publicado em: Nature Publishing Group UK 2018
Assuntos:
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC6550282/
https://ncbi.nlm.nih.gov/pubmed/31304338
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1038/s41746-018-0065-x
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