Recognition of Knee Osteoarthritis by 1D and 2D Convolutional Neural Networks Using Vibroarthrographic Signals

Recognition of Knee Osteoarthritis by 1D and 2D Convolutional Neural Networks Using Vibroarthrographic Signals

Osteoarthritis (OA) of the knee is a leading cause of joint pain and mobility loss. Early diagnosis is crucial for effective management yet remains challenging with traditional imaging techniques such as X-rays, computed tomography, and MRI. This study utilized 1D and 2D convolutional neural network...

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Bibliographic Details
Main Authors: Jia-Jung Wang, Alok Kumar Sharma, Shing-Hong Liu, Wenxi Chen, Cheng-Yo Yen
Format: Article
Language:English
Published: IEEE 2025-01-01
Series:IEEE Access
Subjects:
Knee osteoarthritis
knee joint
convolutional neural networks
vibroarthrographic signals
Online Access:https://ieeexplore.ieee.org/document/11029004/
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https://ieeexplore.ieee.org/document/11029004/

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