Automatic Extraction of Muscle Parameters with Attention UNet in Ultrasonography

Automatic Extraction of Muscle Parameters with Attention UNet in Ultrasonography

Automatically delineating the deep and superficial aponeurosis of the skeletal muscles from ultrasound images is important in many aspects of the clinical routine. In particular, finding muscle parameters, such as thickness, fascicle length or pennation angle, is a time-consuming clinical task requi...

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Bibliographic Details
Main Authors: Sofoklis Katakis, Nikolaos Barotsis, Alexandros Kakotaritis, George Economou, Elias Panagiotopoulos, George Panayiotakis
Format: Article
Language:English
Published: MDPI AG 2022-07-01
Series:Sensors
Subjects:
ultrasonography
muscle thickness
segmentation
Attention-UNet
pennation angle
fascicles length
Online Access:https://www.mdpi.com/1424-8220/22/14/5230

Internet

https://www.mdpi.com/1424-8220/22/14/5230

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