Automated analysis of pectoralis major thickness in pec-fly exercises: evolving from manual measurement to deep learning techniques

Automated analysis of pectoralis major thickness in pec-fly exercises: evolving from manual measurement to deep learning techniques

Abstract This study addresses a limitation of prior research on pectoralis major (PMaj) thickness changes during the pectoralis fly exercise using a wearable ultrasound imaging setup. Although previous studies used manual measurement and subjective evaluation, it is important to acknowledge the subs...

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Bibliographic Details
Main Authors: Shangyu Cai, Yongsheng Lin, Haoxin Chen, Zihao Huang, Yongjin Zhou, Yongping Zheng
Format: Article
Language:English
Published: SpringerOpen 2024-04-01
Series:Visual Computing for Industry, Biomedicine, and Art
Subjects:
B-mode ultrasound
Deep learning
Exercise training
Pectoralis major
Wearable ultrasound-imaging biofeedback
Online Access:https://doi.org/10.1186/s42492-024-00159-6

Internet

https://doi.org/10.1186/s42492-024-00159-6

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