[HTML][HTML] Automating classification of osteoarthritis according to Kellgren-Lawrence in the knee using deep learning in an unfiltered adult population

S Olsson, E Akbarian, A Lind, AS Razavian… - BMC musculoskeletal …, 2021 - Springer
Background Prevalence for knee osteoarthritis is rising in both Sweden and globally due to
increased age and obesity in the population. This has subsequently led to an increasing …

Siamese-gap network for early detection of knee osteoarthritis

Z Wang, A Chetouani, D Hans… - 2022 IEEE 19th …, 2022 - ieeexplore.ieee.org
Knee OsteoArthritis (OA) is a common musculoskeletal disorder, which causes reduced
mobility for seniors. Due to the semi-quantitative nature of the Kellgren-Lawrence (KL) …

[PDF][PDF] Detection and Classification of The Osteoarthritis in Knee Joint Using Transfer Learning with Convolutional Neural Networks (CNNs)

HA Ahmed, EA Mohammed - Iraqi Journal of Science, 2022 - iasj.net
Osteoarthritis (OA) is a disease of human joints, especially the knee joint, due to significant
weight of the body. This disease leads to rupture and degeneration of parts of the cartilage …

Improving knee osteoarthritis classification using multimodal intermediate fusion of X-ray, MRI, and clinical information

C Guida, M Zhang, J Shan - Neural Computing and Applications, 2023 - Springer
The most common form of arthritis is osteoarthritis (OA) which often affects the knee joint.
Recent studies are utilizing convolution neural networks (CNNs) to automatically classify OA …

Deepoa: Clinical decision support system for early detection and severity grading of knee osteoarthritis

Y Dalia, A Bharath, V Mayya… - 2021 5th International …, 2021 - ieeexplore.ieee.org
Knee Osteoarthritis (OA) is a medical condition affecting the knee joint that causes pain due
to the cartilage wear-and-tear. The severity of the impairment is graded by experienced …

[PDF][PDF] Automatic Detection and Classification of Human Knee Osteoarthritis Using Convolutional Neural Networks.

MY Sikkandar, SS Begum, AA Alkathiry… - … , Materials & Continua, 2022 - academia.edu
Knee Osteoarthritis (KOA) is a degenerative knee joint disease caused by 'wear and tear'of
ligaments between the femur and tibial bones. Clinically, KOA is classified into four grades …

Exploring deep learning capabilities in knee osteoarthritis case study for classification

E Christodoulou, S Moustakidis… - 2019 10th …, 2019 - ieeexplore.ieee.org
This research study is devoted to the investigation of deep neural networks (DNN) for
classification of the complex problem of knee osteoarthritis diagnosis. Osteoarthritis (OA) is …

Deep learning applications in osteoarthritis imaging

R Kijowski, J Fritz, CM Deniz - Skeletal radiology, 2023 - Springer
Deep learning (DL) is one of the most exciting new areas in medical imaging. This article will
provide a review of current applications of DL in osteoarthritis (OA) imaging, including …

Automated grading of knee osteoarthritis X-ray images based on attention mechanism

Y Feng, J Liu, H Zhang, D Qiu - 2021 IEEE International …, 2021 - ieeexplore.ieee.org
Knee osteoarthritis (OA) is a common skeletal muscle disease with a high incidence in the
elderly. Common symptoms of knee OA include popping, swelling, and fluid accumulation …

[Retracted] Discovering Knee Osteoarthritis Imaging Features for Diagnosis and Prognosis: Review of Manual Imaging Grading and Machine Learning Approaches

YX Teoh, KW Lai, J Usman, SL Goh… - Journal of healthcare …, 2022 - Wiley Online Library
Knee osteoarthritis (OA) is a deliberating joint disorder characterized by cartilage loss that
can be captured by imaging modalities and translated into imaging features. Observing …