Paper
31 December 2024 Real time musculoskeletal ultrasound image annotations
Hao-Yu Hung, Jyun-Ping Kao, Hsin-Yuan Chu, Chung-Ping Chen, Wen-Shiang Chen
Author Affiliations +
Abstract
Ultrasound is a commonly used tool for diagnosing musculoskeletal disorders. However, interpreting musculoskeletal ultrasound images requires significant expertise due to the complexity of the anatomical structures involved. Developing such skills typically requires extensive training and experience under professional supervision. To streamline this learning process, we have developed an automated annotation system using deep learning neural networks. This system assists in the real-time identification of anatomical structures and has been successfully adapted for clinical use, improving the interpretation of musculoskeletal ultrasound images.
(2024) Published by SPIE. Downloading of the abstract is permitted for personal use only.
Hao-Yu Hung, Jyun-Ping Kao, Hsin-Yuan Chu, Chung-Ping Chen, and Wen-Shiang Chen "Real time musculoskeletal ultrasound image annotations", Proc. SPIE 13487, Optics and Photonics International Congress 2024, 134870B (31 December 2024); https://doi.org/10.1117/12.3052319
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KEYWORDS
Ultrasonography

Data modeling

Education and training

Object detection

Anatomy

Performance modeling

Deep learning

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