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Physics-Guided Synthetic High-Frequency Ultrasound Generation for Skin Layer Segmentation

ju, Junkyung et al.
arXiv (OAI Expanded) · Papers
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computer-vision-and-pattern-recognitionmachine-learning
High-frequency ultrasound (HFUS) enables noninvasive visualization of superficial skin structures, but automated skin-layer analysis is limited by the scarcity of densely annotated data. Existing real HFUS datasets commonly provide annotations for superficial targets such as the epidermis and subepi
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