Ultrasound Domain Adaptation for Robust Kidney Segmentation via Spectral-Similarity-Guided Translation.

Accurate kidney ultrasound segmentation is fundamental for clinical measurement and computer-aided diagnosis. However, domain shifts across devices and centers—manifested as differences in grayscale intensity, contrast, and speckle texture statistics—can substantially degrade model generalization, w...

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Bibliographic Details

Published in:	Journal of Imaging Informatics in Medicine pp. 1 - 16
Main Authors:	Yu, De, Cai, Jinyan, Wu, Menglin, Cheng, Yong, Jin, Ge, Yuan, Yongqi, Ye, Mengjie, Zhang, Qian, Yin, Shi
Format:	Journal Article
Published:	Springer Nature Jun2026
Online Access:	View this record in EBSCOhost