Journal of ultrasound in medicine : official journal of the American Institute of Ultrasound in Medicine
Wavelet-Based Frequency Replacement and Edge Enhancement for Semi-Supervised Fetal Ultrasound Image Segmentation.
Wenbo Yue, Xiaming Wu, Qing Huang, Xinglong Wu, Chang Li, Yajun Yu, Jun Lyu, Guoping Xu
Published: 202610.1002/jum.70171
Abstract
OBJECTIVES: Ultrasound image segmentation remains a significant challenge due to inherent low contrast and blurred anatomical boundaries. Fully supervised deep learning approaches require extensive annotated datasets, which are costly and labor-inten…
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