Deep Learning Fetal Ultrasound Video Model Match Human Observers in Biometric Measurements

1 code implementation • 27 May 2022 • Szymon Płotka, Adam Klasa, Aneta Lisowska, Joanna Seliga-Siwecka, Michał Lipa, Tomasz Trzciński, Arkadiusz Sitek

We found that automated fetal biometric measurements obtained by FUVAI were comparable to the measurements performed by experienced sonographers The observed differences in measurement values were within the range of inter- and intra-observer variability.

FetalNet: Multi-task Deep Learning Framework for Fetal Ultrasound Biometric Measurements

1 code implementation • 14 Jul 2021 • Szymon Płotka, Tomasz Włodarczyk, Adam Klasa, Michał Lipa, Arkadiusz Sitek, Tomasz Trzciński

The main goal in fetal ultrasound scan video analysis is to find proper standard planes to measure the fetal head, abdomen and femur.

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