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The parasagittal (PS) plane is a 2-D diagnostic plane used routinely in cranial ultrasonography of the neonatal brain. This paper develops a novel approach to find the PS plane in a 3-D fetal ultrasound scan to allow image-based biomarkers to be tracked from prebirth through the first weeks of postbirth life. We propose an accurate plane-finding solution based on regression forests (RF). The method...
The detection of cranial dysmorphisms during pregnancy is achieved by assessing the cranial shape from 2D ultrasound images of the fetal head. As such, several algorithms have been presented to automate this task due to the fact that segmentation of the fetal cranium from ultrasound images is a central problem in obstetric care which is complicated by fuzzy boundaries and variability in fetal position...
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