[HTML][HTML] Evaluation of artificial intelligence models for osteoarthritis of the knee using deep learning algorithms for orthopedic radiographs
BACKGROUND Deep learning, a form of artificial intelligence, has shown promising results
for interpreting radiographs. In order to develop this niche machine learning (ML) program of …
for interpreting radiographs. In order to develop this niche machine learning (ML) program of …
[HTML][HTML] Evaluating the efficacy of deep learning models for knee osteoarthritis prediction based on Kellgren-Lawrence grading system
Osteoarthritis of the knee, also known as OA has been determined that osteoarthritis of the
knee is the leading cause of activity limitations and the development of disability, particularly …
knee is the leading cause of activity limitations and the development of disability, particularly …
[HTML][HTML] 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 …
Deep learning-based algorithm for assessment of knee osteoarthritis severity in radiographs matches performance of radiologists
A fully-automated deep learning algorithm matched performance of radiologists in
assessment of knee osteoarthritis severity in radiographs using the Kellgren-Lawrence …
assessment of knee osteoarthritis severity in radiographs using the Kellgren-Lawrence …
[HTML][HTML] Assessment of a novel deep learning-based software developed for automatic feature extraction and grading of radiographic knee osteoarthritis
JS Yoon, CJ Yon, D Lee, JJ Lee, CH Kang… - BMC musculoskeletal …, 2023 - Springer
Abstract Background The Kellgren-Lawrence (KL) grading system is the most widely used
method to classify the severity of osteoarthritis (OA) of the knee. However, due to ambiguity …
method to classify the severity of osteoarthritis (OA) of the knee. However, due to ambiguity …
[HTML][HTML] Knee osteoarthritis detection and severity classification using residual neural networks on preprocessed x-ray images
One of the most common and challenging medical conditions to deal with in old-aged
people is the occurrence of knee osteoarthritis (KOA). Manual diagnosis of this disease …
people is the occurrence of knee osteoarthritis (KOA). Manual diagnosis of this disease …
[HTML][HTML] Automatic assessment of knee osteoarthritis severity in portable devices based on deep learning
J Yang, Q Ji, M Ni, G Zhang, Y Wang - Journal of Orthopaedic Surgery and …, 2022 - Springer
Background For knee osteoarthritis, the commonly used radiology severity criteria Kellgren–
Lawrence lead to variability among surgeons. Most existing diagnosis models require …
Lawrence lead to variability among surgeons. Most existing diagnosis models require …
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 …
[PDF][PDF] Artificial intelligence assistance in radiographic detection and classification of knee osteoarthritis and its severity: a cross-sectional diagnostic study
N Pongsakonpruttikul, C Angthong… - Eur Rev Med …, 2022 - academia.edu
OBJECTIVE: Radiographic interpretation suffers from an ever-increasing workload in
orthopedic and radiology departments. The present study applied and assessed the …
orthopedic and radiology departments. The present study applied and assessed the …
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 …