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A Sequential VGG16+CNN-Based Automated Approach With Adaptive Input for Efficient Detection of Knee Osteoarthritis Stages

Osteoarthritis (OA) is a prevalent musculoskeletal disorder, predominantly affecting the knee joint and resulting in significant pain and functional limitations. The Kellgren-Lawrence (KL) grading system, traditionally utilized by radiologists, assesses OA severity through radiographic evaluation of...

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Principais autores: Shafiq Ur Rehman, Volker Gruhn
פורמט: Artigo
שפה:Inglês
יצא לאור: IEEE 2024-01-01
סדרה:IEEE Access
נושאים:
Knee osteoarthritis
X-Ray
Kellgren and Lawrence grading
VGG16/VGG19
ResNet50
convolutional neural network (CNN)
גישה מקוונת:https://ieeexplore.ieee.org/document/10510307/
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