Cargando…

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...

Descripción completa

Detalles Bibliográficos
Autores principales: Madani, Ali, Ong, Jia Rui, Tibrewal, Anshul, Mofrad, Mohammad R. K.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2018
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6550282/
https://www.ncbi.nlm.nih.gov/pubmed/31304338
http://dx.doi.org/10.1038/s41746-018-0065-x