Deep learning based classification of tibio-femoral knee osteoarthritis from lateral view knee joint X-ray images

Deep learning based classification of tibio-femoral knee osteoarthritis from lateral view knee joint X-ray images

Abstract Design an effective deep learning-driven method to locate and classify the tibio-femoral knee joint space width (JSW) with respect to both anterior-posterior (AP) and lateral views. Compare the results and see how successfully a deep learning approach can locate and classify tibio-femoral k...

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Bibliographic Details
Main Authors: S. Sheik Abdullah, M. Pallikonda Rajasekaran, Mohamed Jakir Hossen, Wai Kit Wong, Poh Kiat Ng
Format: Article
Language:English
Published: Nature Portfolio 2025-07-01
Series:Scientific Reports
Subjects:
Tibio-femoral osteoarthritis
AP view
Lateral view
Digital X-ray images
DenseNet 201
Online Access:https://doi.org/10.1038/s41598-025-04869-6
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