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Measuring proximity to standard planes during fetal brain ultrasound scanning
April 11, 2024, 4:45 a.m. | Chiara Di Vece, Antonio Cirigliano, Meala Le Lous, Raffaele Napolitano, Anna L. David, Donald Peebles, Pierre Jannin, Francisco Vasconcelos, Danail St
cs.CV updates on arXiv.org arxiv.org
Abstract: This paper introduces a novel pipeline designed to bring ultrasound (US) plane pose estimation closer to clinical use for more effective navigation to the standard planes (SPs) in the fetal brain. We propose a semi-supervised segmentation model utilizing both labeled SPs and unlabeled 3D US volume slices. Our model enables reliable segmentation across a diverse set of fetal brain images. Furthermore, the model incorporates a classification mechanism to identify the fetal brain precisely. Our model …
abstract arxiv brain clinical cs.ai cs.cv measuring navigation novel paper pipeline plane planes segmentation semi-supervised standard type
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