Multi-task Learning-based Ultrasound Image Segmentation and Auxiliary Diagnosis in End-stage Renal Diseases

End-stage renal disease (ESRD) is a severe kidney disorder; kidney ultrasound, as a non invasive diagnostic tool, is widely used in its clinical diagnosis. However, due to the morphological changes caused by ESRD, such as kidney shrinkage, cortical thinning, and increased echogenicity, traditional u...

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Veröffentlicht in:	IEEE Conference on Industrial Electronics and Applications (Online) S. 1 - 7
Hauptverfasser:	Lin, Ruishi, Li, Guanghan, Zheng, Min, Yu, Yuan, Ma, Liyong
Format:	Tagungsbericht
Sprache:	Englisch
Veröffentlicht:	IEEE 03.08.2025
Schlagworte:	Accuracy Diseases End-Stage Renal Disease Faces Feature extraction Image edge detection Image segmentation Industrial electronics Kidney Kidney Ultrasound Multi-Task Learning Multitasking Ultrasonic imaging
ISSN:	2158-2297
Online-Zugang:	Volltext
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