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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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Bibliografiska uppgifter
I publikationen:NPJ Digit Med
Huvudupphovsmän: Madani, Ali, Ong, Jia Rui, Tibrewal, Anshul, Mofrad, Mohammad R. K.
Materialtyp: Artigo
Språk:Inglês
Publicerad: Nature Publishing Group UK 2018
Ämnen:
Länkar: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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