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

Abstract 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...

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Bibliographic Details
Main Authors: Xavier P. Burgos-Artizzu, David Coronado-Gutiérrez, Brenda Valenzuela-Alcaraz, Elisenda Bonet-Carne, Elisenda Eixarch, Fatima Crispi, Eduard Gratacós
Format: Article
Language:English
Published: Nature Publishing Group 2020-06-01
Series:Scientific Reports
Online Access:https://doi.org/10.1038/s41598-020-67076-5