BiometryNet: Landmark-based Fetal Biometry Estimation from Standard Ultrasound Planes. (arXiv:2206.14678v1 [eess.IV])

Fetal growth assessment from ultrasound is based on a few biometric
measurements that are performed manually and assessed relative to the expected
gestational age. Reliable biometry estimation depends on the precise detection
of landmarks in standard ultrasound planes. Manual annotation can be
time-consuming and operator dependent task, and may results in high
measurements variability. Existing methods for automatic fetal biometry rely on
initial automatic fetal structure segmentation followed by geometric landmark
detection. However, segmentation annotations are time-consuming and may be …

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