Deep learning applications in osteoarthritis imaging
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 …
provide a review of current applications of DL in osteoarthritis (OA) imaging, including …
Knee osteoarthritis classification using 3D CNN and MRI
Osteoarthritis (OA) is the most common form of arthritis and can often occur in the knee.
While convolutional neural networks (CNNs) have been widely used to study medical …
While convolutional neural networks (CNNs) have been widely used to study medical …
DeepKneeExplainer: explainable knee osteoarthritis diagnosis from radiographs and magnetic resonance imaging
Osteoarthritis (OA) is a degenerative joint disease, which significantly affects middle-aged
and elderly people. Although primarily identified via hyaline cartilage change based on …
and elderly people. Although primarily identified via hyaline cartilage change based on …
Predicting knee osteoarthritis severity: comparative modeling based on patient's data and plain X-ray images
Knee osteoarthritis (KOA) is a disease that impairs knee function and causes pain. A
radiologist reviews knee X-ray images and grades the severity level of the impairments …
radiologist reviews knee X-ray images and grades the severity level of the impairments …
Emergence of deep learning in knee osteoarthritis diagnosis
Osteoarthritis (OA), especially knee OA, is the most common form of arthritis, causing
significant disability in patients worldwide. Manual diagnosis, segmentation, and …
significant disability in patients worldwide. Manual diagnosis, segmentation, and …
Automatic detection of knee joints and quantification of knee osteoarthritis severity using convolutional neural networks
This paper introduces a new approach to automatically quantify the severity of knee OA
using X-ray images. Automatically quantifying knee OA severity involves two steps: first …
using X-ray images. Automatically quantifying knee OA severity involves two steps: first …
Machine learning-based automatic classification of knee osteoarthritis severity using gait data and radiographic images
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 …
pain and discomfort and limits the functional independence of such adults. The aim of this …
Automated classification of radiographic knee osteoarthritis severity using deep neural networks
Purpose To develop an automated model for staging knee osteoarthritis severity from
radiographs and to compare its performance to that of musculoskeletal radiologists …
radiographs and to compare its performance to that of musculoskeletal radiologists …
Multi-feature-based classification of osteoarthritis in knee joint x-ray images
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 …
and hand. It results in a loss of cartilage. The patient suffering from the symptoms of OA will …
A decision support tool for early detection of knee OsteoArthritis using X-ray imaging and machine learning: Data from the OsteoArthritis Initiative
This paper presents a fully developed computer aided diagnosis (CAD) system for early
knee OsteoArthritis (OA) detection using knee X-ray imaging and machine learning …
knee OsteoArthritis (OA) detection using knee X-ray imaging and machine learning …