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 …

Deep learning for early detection of pathological changes in x-ray bone microstructures: case of osteoarthritis

L Jakaite, V Schetinin, J Hladůvka, S Minaev… - Scientific Reports, 2021 - nature.com
Texture features are designed to quantitatively evaluate patterns of spatial distribution of
image pixels for purposes of image analysis and interpretation. Unexplained variations in …

Grading of knee osteoarthritis using convolutional neural networks

DR Sarvamangala, RV Kulkarni - Neural Processing Letters, 2021 - Springer
Knee osteoarthritis (OA) is a disease of the joints and a leading cause of disability among
the elderly. If detected at an early stage, its advancement can be slowed and the patient's …

A deep learning method for predicting knee osteoarthritis radiographic progression from MRI

JB Schiratti, R Dubois, P Herent, D Cahané… - Arthritis Research & …, 2021 - Springer
Background The identification of patients with knee osteoarthritis (OA) likely to progress
rapidly in terms of structure is critical to facilitate the development of disease-modifying …

Machine learning-based automatic classification of knee osteoarthritis severity using gait data and radiographic images

SB Kwon, HS Han, MC Lee, HC Kim, Y Ku - IEEE Access, 2020 - ieeexplore.ieee.org
Knee osteoarthritis (KOA) is a leading cause of disability among elderly adults, and it causes
pain and discomfort and limits the functional independence of such adults. The aim of this …

[PDF][PDF] Evaluation of parameter fine-tuning with transfer learning for osteoporosis classification in knee radiograph

UB Abubakar, MM Boukar, S Adeshina - International Journal of …, 2022 - academia.edu
Osteoporosis is a bone disease that raises the risk of fracture due to the density of the bone
mineral being low and the decline of the structure of bone tissue. Among other techniques …

Automatic classification of the severity of knee osteoarthritis using enhanced image sharpening and CNN

AD Goswami - Applied Sciences, 2023 - mdpi.com
Knee osteoarthritis is a significant cause of physical inactivity and disability. Early detection
and treatment of osteoarthritis (OA) degeneration can decrease its course. Physicians' …

Multi-feature-based classification of osteoarthritis in knee joint x-ray images

RS Hegadi, DN Navale, TD Pawar, DD Ruikar - Medical Imaging, 2019 - taylorfrancis.com
Osteoarthritis (OA) is one of the diseases commonly occurring in the joints of the knee, hip,
and hand. It results in a loss of cartilage. The patient suffering from the symptoms of OA will …

Deep learning augmented osteoarthritis grading standardization

L Nagarajan, A Khatri, A Sudan, R Vaishya… - … Engineering Part A, 2023 - liebertpub.com
Manual grading of cartilage histology images for investigating the extent and severity of
osteoarthritis (OA) involves critical examination of the cell characteristics, which makes this …

[HTML][HTML] Nomogram model based on radiomics signatures and age to assist in the diagnosis of knee osteoarthritis

W Li, J Feng, D Zhu, Z Xiao, J Liu, Y Fang, L Yao… - Experimental …, 2023 - Elsevier
Background Knee osteoarthritis (KOA) is a common disease in the elderly. An effective
method for accurate diagnosis could affect the management and prognosis of patients …