Hybrid techniques of x-ray analysis to predict knee osteoarthritis grades based on fusion features of cnn and handcrafted
A Khalid, EM Senan, K Al-Wagih, MM Ali Al-Azzam… - Diagnostics, 2023 - mdpi.com
Knee osteoarthritis (KOA) is a chronic disease that impedes movement, especially in the
elderly, affecting more than 5% of people worldwide. KOA goes through many stages, from …
elderly, affecting more than 5% of people worldwide. KOA goes through many stages, from …
Automatic grading of individual knee osteoarthritis features in plain radiographs using deep convolutional neural networks
A Tiulpin, S Saarakkala - Diagnostics, 2020 - mdpi.com
Knee osteoarthritis (OA) is the most common musculoskeletal disease in the world. In
primary healthcare, knee OA is diagnosed using clinical examination and radiographic …
primary healthcare, knee OA is diagnosed using clinical examination and radiographic …
A new approach to classify knee osteoarthritis severity from radiographic images based on CNN-LSTM method
RT Wahyuningrum, L Anifah… - 2019 IEEE 10th …, 2019 - ieeexplore.ieee.org
This paper introduces a new approach to quantify knee osteoarthritis (OA) severity using
radiographic (X-ray) images. Our new approach combines preprocessing, Convolutional …
radiographic (X-ray) images. Our new approach combines preprocessing, Convolutional …
Toward automatic quantification of knee osteoarthritis severity using improved Faster R-CNN
B Liu, J Luo, H Huang - … journal of computer assisted radiology and …, 2020 - Springer
Purpose Knee osteoarthritis (OA) is a common disease that impairs knee function and
causes pain. Radiologists usually review knee X-ray images and grade the severity of the …
causes pain. Radiologists usually review knee X-ray images and grade the severity of the …
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 …
citizens and those with a sedentary lifestyle. This disease causes damage to knee cartilage …
Knee osteoarthritis severity classification with ordinal regression module
Osteoarthritis (OA) is a common form of knee arthritis which causes significant disability and
is threatening to plague patient's quality of life. Although this chronic condition does not lead …
is threatening to plague patient's quality of life. Although this chronic condition does not lead …
A discriminative shape-texture convolutional neural network for early diagnosis of knee osteoarthritis from X-ray images
Knee Osteoarthritis (OA) is one of the most common causes of physical disability worldwide
associated with a significant personal and socioeconomic burden. Deep Learning …
associated with a significant personal and socioeconomic burden. Deep Learning …
Fully automatic knee osteoarthritis severity grading using deep neural networks with a novel ordinal loss
Knee osteoarthritis (OA) is one major cause of activity limitation and physical disability in
older adults. Early detection and intervention can help slow down the OA degeneration …
older adults. Early detection and intervention can help slow down the OA degeneration …
[HTML][HTML] Deep learning-assisted knee osteoarthritis automatic grading on plain radiographs: the value of multiview X-ray images and prior knowledge
W Li, Z Xiao, J Liu, J Feng, D Zhu, J Liao… - … Imaging in Medicine …, 2023 - ncbi.nlm.nih.gov
Background Knee osteoarthritis (OA) is harmful to people's health. Effective treatment
depends on accurate diagnosis and grading. This study aimed to assess the performance of …
depends on accurate diagnosis and grading. This study aimed to assess the performance of …
Applying densely connected convolutional neural networks for staging osteoarthritis severity from plain radiographs
Osteoarthritis (OA) classification in the knee is most commonly done with radiographs using
the 0–4 Kellgren Lawrence (KL) grading system where 0 is normal, 1 shows doubtful signs …
the 0–4 Kellgren Lawrence (KL) grading system where 0 is normal, 1 shows doubtful signs …