DL_Track - Automated analysis of muscle architecture from B-mode ultrasonography images using deep learning

DL_Track - Automated analysis of muscle architecture from B-mode ultrasonography images using deep learning

B-mode ultrasound is commonly used to image musculoskeletal tissues, but one major bottleneck is data analysis. Manual analysis is commonly deployed for assessment of muscle thickness, pennation angle and fascicle length in muscle ultrasonography images. However, manual analysis is somewhat subject...

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Bibliographic Details
Main Authors: Paul Ritsche, Oliver Faude, Martino Franchi, Taija Finni, Olivier Seynnes, Neil Cronin
Format: Article
Language:English
Published: Bern Open Publishing 2023-02-01
Series:Current Issues in Sport Science
Subjects:
ultrasound
U-net
convolutional neural network
muscle architecture
Online Access:https://ciss-journal.org/article/view/9385

Internet

https://ciss-journal.org/article/view/9385

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