A concise review on deep learning for musculoskeletal X-ray images
Z Alammar, L Alzubaidi, J Zhang… - … on Digital Image …, 2022 - ieeexplore.ieee.org
Musculoskeletal refers to the muscles and skeleton of the body. In particular, the
musculoskeletal system contains joints, muscles, bones, cartilage, ligaments, bursae, and …
musculoskeletal system contains joints, muscles, bones, cartilage, ligaments, bursae, and …
Medical imaging in rheumatoid arthritis: A review on deep learning approach
Arthritis is a musculoskeletal disorder. Millions of people have arthritis, making it one of the
most common joint disorders. Osteoarthritis (OA) and rheumatoid arthritis (RA) are the most …
most common joint disorders. Osteoarthritis (OA) and rheumatoid arthritis (RA) are the most …
Knee x-ray image analysis method for automated detection of osteoarthritis
We describe a method for automated detection of radiographic osteoarthritis (OA) in knee X-
ray images. The detection is based on the Kellgren-Lawrence (KL) classification grades …
ray images. The detection is based on the Kellgren-Lawrence (KL) classification grades …
A generalized deep learning framework for automatic rheumatoid arthritis severity grading
Knee rheumatoid arthritis (RA) is the highly prevalent, chronic, progressive condition in the
world. To diagnose this disease in the early stage in detail analysis with magnetic …
world. To diagnose this disease in the early stage in detail analysis with magnetic …
Deep learning-based classification of inflammatory arthritis by identification of joint shape patterns—how neural networks can tell us where to “deep dive” clinically
Objective: We investigated whether a neural network based on the shape of joints can
differentiate between rheumatoid arthritis (RA), psoriatic arthritis (PsA), and healthy controls …
differentiate between rheumatoid arthritis (RA), psoriatic arthritis (PsA), and healthy controls …
Computer vision detects inflammatory arthritis in standardized smartphone photographs in an Indian patient cohort
S Phatak, S Chakraborty, P Goel - Frontiers in Medicine, 2023 - frontiersin.org
Introduction Computer vision extracts meaning from pixelated images and holds promise in
automating various clinical tasks. Convolutional neural networks (CNNs), a deep learning …
automating various clinical tasks. Convolutional neural networks (CNNs), a deep learning …
A deep learning knowledge distillation framework using knee MRI and arthroscopy data for meniscus tear detection
M Ying, Y Wang, K Yang, H Wang, X Liu - Frontiers in Bioengineering …, 2024 - frontiersin.org
Purpose: To construct a deep learning knowledge distillation framework exploring the
utilization of MRI alone or combing with distilled Arthroscopy information for meniscus tear …
utilization of MRI alone or combing with distilled Arthroscopy information for meniscus tear …