Novel Deep Learning Method in Hip Osteoarthritis Investigation Before and After Total Hip Arthroplasty

Novel Deep Learning Method in Hip Osteoarthritis Investigation Before and After Total Hip Arthroplasty

The application of gait analysis on patients with Hip Osteoarthritis (HOA) before and after Total Hip Arthroplasty (THA) surgery can provide accurate diagnostics, reliable treatment decision making, and proper rehabilitation efforts. Acquired kinematic trajectories provide discriminating features th...

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Bibliographic Details
Main Authors: Roel Pantonial, Milan Simic
Format: Article
Language:English
Published: MDPI AG 2025-01-01
Series:Applied Sciences
Subjects:
gait
kinematic parameters
hip osteoarthritis
total hip arthroplasty
long short-term memory
convolutional neural networks
Online Access:https://www.mdpi.com/2076-3417/15/2/872
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