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Self-supervised Contrastive Video-Speech Representation Learning for Ultrasound

In medical imaging, manual annotations can be expensive to acquire and sometimes infeasible to access, making conventional deep learning-based models difficult to scale. As a result, it would be beneficial if useful representations could be derived from raw data without the need for manual annotatio...

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Detalles Bibliográficos
Publicado en:Med Image Comput Comput Assist Interv
Main Authors: Jiao, Jianbo, Cai, Yifan, Alsharid, Mohammad, Drukker, Lior, Papageorghiou, Aris T., Noble, J. Alison
Formato: Artigo
Idioma:Inglês
Publicado: 2020
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Acceso en liña:https://ncbi.nlm.nih.gov/pmc/articles/PMC7116253/
https://ncbi.nlm.nih.gov/pubmed/33103162
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1007/978-3-030-59716-0_51
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