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...
| Main Authors: | , , , , , , |
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| Format: | Article |
| Language: | English |
| Published: |
Nature Publishing Group
2020-06-01
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| Series: | Scientific Reports |
| Online Access: | https://doi.org/10.1038/s41598-020-67076-5 |