Measuring proximity to standard planes during fetal brain ultrasound scanning
A semi-supervised segmentation model that uses labeled SPs and unlabeled slices from 3D US volumes (non-SPs) that incorporates a classification mechanism to identify and filter out frames lacking the fetal brain, and to generate masks for those containing it, enhancing the relevance of plane pose regression in clinical...