Evaluation of deep convolutional neural networks for automatic classification of common maternal fetal ultrasound planes

The goal of this study was to evaluate the maturity of current Deep Learning classification techniques for their application in a real maternal-fetal clinical environment. A large dataset of routinely acquired maternal-fetal screening ultrasound images (which will be made publicly available) was col...

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Detalles Bibliográficos
Autores principales: Burgos-Artizzu, Xavier P., Coronado-Gutiérrez, David, Valenzuela-Alcaraz, Brenda, Bonet-Carne, Elisenda, Eixarch, Elisenda, Crispi, Fatima, Gratacós, Eduard
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2020
Materias:
Article
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7311420/
https://www.ncbi.nlm.nih.gov/pubmed/32576905
http://dx.doi.org/10.1038/s41598-020-67076-5

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7311420/
https://www.ncbi.nlm.nih.gov/pubmed/32576905
http://dx.doi.org/10.1038/s41598-020-67076-5

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