A high-frequency feature guided diffusion model for musculoskeletal ultrasound image segmentation

Our proposed model enables accurate extraction of structural boundaries in noisy ultrasound environments, offering a promising solution for robust and precise ultrasound-assisted clinical diagnosis.

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Publication Details

Journal
Biomedical Physics & Engineering Express
Published
2026-04-01
DOI
https://doi.org/10.1088/2057-1976/ae5a40
Primary Topic
Medical Imaging and Analysis
Type
article
Field-Weighted Citation Impact
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article

A high-frequency feature guided diffusion model for musculoskeletal ultrasound image segmentation

Yanlin Wu, Qing Xi Hu, Zongyu Han, Han Xiao
Biomedical Physics & Engineering Express
Medical Imaging and Analysis
article

A high-frequency feature guided diffusion model for musculoskeletal ultrasound image segmentation

Yanlin Wu, Qing Xi Hu, Zongyu Han, Han Xiao
article en

Abstract

Our proposed model enables accurate extraction of structural boundaries in noisy ultrasound environments, offering a promising solution for robust and precise ultrasound-assisted clinical diagnosis.

Biomedical Physics & Engineering ExpressVol. 12(3)
Hebei University of Technology (CN)
Reduced inequalities
Openalex Percentile: Top 31%
Medical Imaging and Analysis
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