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Fig. 2 | BMC Pregnancy and Childbirth

Fig. 2

From: Learning deep architectures for the interpretation of first-trimester fetal echocardiography (LIFE) - a study protocol for developing an automated intelligent decision support system for early fetal echocardiography

Fig. 2

Workflow overview of the entire protocol. US videos are separated into frames, from which human experts assign the key planes to the four different categories. Data are anonymized, non-important frames are added as a distinct category of images, the model is trained on the obtained image data set and will then classify frames in new US videos and generate reports

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BMC Pregnancy and Childbirth

ISSN: 1471-2393

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