A Segmentation Network with Two Distinct Attention Modules for the Segmentation of Multiple Renal Structures in Ultrasound Images

A Segmentation Network with Two Distinct Attention Modules for the Segmentation of Multiple Renal Structures in Ultrasound Images

<b>Background/Objectives</b>: Ultrasound imaging is widely employed to assess kidney health and diagnose renal diseases. Accurate segmentation of renal structures in ultrasound images plays a critical role in the diagnosis and treatment of related kidney diseases. However, challenges suc...

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Bibliographic Details
Main Authors: Youhe Zuo, Jing Li, Jing Tian
Format: Article
Language:English
Published: MDPI AG 2025-08-01
Series:Diagnostics
Subjects:
renal structures
ultrasound images
encoder–decoder structure
attention mechanisms
multi-head self-attention mechanism
Online Access:https://www.mdpi.com/2075-4418/15/15/1978
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