Transfer learning-based smart features engineering for osteoarthritis diagnosis from knee X-ray images

A Rehman, A Raza, FS Alamri, B Alghofaily… - IEEE Access, 2023 - ieeexplore.ieee.org
Osteoarthritis is a deteriorating joint disease affecting millions worldwide. Osteoarthritis is a
chronic condition that develops over time due to joint wear and tears. The degeneration of …

[HTML][HTML] Identifying severity grading of knee osteoarthritis from x-ray images using an efficient mixture of deep learning and machine learning models

SM Ahmed, RJ Mstafa - Diagnostics, 2022 - mdpi.com
Recently, many diseases have negatively impacted people's lifestyles. Among these, knee
osteoarthritis (OA) has been regarded as the primary cause of activity restriction and …

Knee osteoarthritis detection and classification using x-rays

T Tariq, Z Suhail, Z Nawaz - IEEE Access, 2023 - ieeexplore.ieee.org
Knee osteoarthritis is a common form of arthritis, a chronic and progressive disease
recognized by joint space narrowing, osteophyte formation, sclerosis, and bone deformity …

[HTML][HTML] A fully automatic fine tuned deep learning model for knee osteoarthritis detection and progression analysis

S Abd El-Ghany, M Elmogy, AA Abd El-Aziz - Egyptian Informatics Journal, 2023 - Elsevier
Knee osteoarthritis (KOA) sufferers have one of the highest disability-adjusted life years. The
entire knee joint is affected by KOA. KOA is a condition that makes it hard for the knee to …

A Convolution Neural Network Design for Knee Osteoarthritis Diagnosis Using X-ray Images.

SH Sajaan Almansour, R Singh… - … Journal of Online & …, 2023 - search.ebscohost.com
Knee osteoarthritis (OA) is a chronic degenerative joint disease affecting millions worldwide,
particularly those over 60. It is a significant cause of disability and can impact an individual's …

[HTML][HTML] A novel hybrid approach based on deep cnn features to detect knee osteoarthritis

R Mahum, SU Rehman, T Meraj, HT Rauf, A Irtaza… - Sensors, 2021 - mdpi.com
In the recent era, various diseases have severely affected the lifestyle of individuals,
especially adults. Among these, bone diseases, including Knee Osteoarthritis (KOA), have a …

Deep neural networks for automatic classification of knee osteoarthritis severity based on X-ray images

R Tri Wahyuningrum, A Yasid… - Proceedings of the 2020 …, 2020 - dl.acm.org
Knee Osteoarthritis (KOA) is a type of chronic disease that commonly occurs in older, obese
citizens and those with a sedentary lifestyle. This disease causes damage to knee cartilage …

Knee osteoarthritis detection using deep feature based on convolutional neural network

DA Zebari, SS Sadiq… - … Conference on Computer …, 2022 - ieeexplore.ieee.org
Various diseases have recently wreaked influence on people's way of life. Several bone
illnesses significantly influence the quality of life, including Knee Osteoarthritis. When the …

[HTML][HTML] Ensemble deep-learning networks for automated osteoarthritis grading in knee X-ray images

SW Pi, BD Lee, MS Lee, HJ Lee - Scientific Reports, 2023 - nature.com
Abstract The Kellgren–Lawrence (KL) grading system is a scoring system for classifying the
severity of knee osteoarthritis using X-ray images, and it is the standard X-ray-based grading …

A discriminative shape-texture convolutional neural network for early diagnosis of knee osteoarthritis from X-ray images

Y Nasser, M El Hassouni, D Hans… - Physical and Engineering …, 2023 - Springer
Knee Osteoarthritis (OA) is one of the most common causes of physical disability worldwide
associated with a significant personal and socioeconomic burden. Deep Learning …