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 …
[HTML][HTML] Machine learning in knee osteoarthritis: A review
Objective The purpose of present review paper is to introduce the reader to key directions of
Machine Learning techniques on the diagnosis and predictions of knee osteoarthritis …
Machine Learning techniques on the diagnosis and predictions of knee osteoarthritis …
Identifying severity grading of knee osteoarthritis from x-ray images using an efficient mixture of deep learning and machine learning models
Recently, many diseases have negatively impacted people's lifestyles. Among these, knee
osteoarthritis (OA) has been regarded as the primary cause of activity restriction and …
osteoarthritis (OA) has been regarded as the primary cause of activity restriction and …
Advances in mesenchymal stem cell therapy for osteoarthritis: from preclinical and clinical perspectives
The prevalence of osteoarthritis (OA), a degenerative disorder of joints, has substantially
increased in recent years. Its key pathogenic hallmarks include articular cartilage …
increased in recent years. Its key pathogenic hallmarks include articular cartilage …
Use of machine learning in osteoarthritis research: a systematic literature review
Objective The aim of this systematic literature review was to provide a comprehensive and
exhaustive overview of the use of machine learning (ML) in the clinical care of osteoarthritis …
exhaustive overview of the use of machine learning (ML) in the clinical care of osteoarthritis …
Transfer learning-based smart features engineering for osteoarthritis diagnosis from knee X-ray images
Osteoarthritis is a deteriorating joint disease affecting millions worldwide. Osteoarthritis is a
chronic condition that develops over time due to joint wear and tears. The degeneration of …
chronic condition that develops over time due to joint wear and tears. The degeneration of …
[HTML][HTML] A fully automatic fine tuned deep learning model for knee osteoarthritis detection and progression analysis
Knee osteoarthritis (KOA) sufferers have one of the highest disability-adjusted life years. The
entire knee joint is affected by KOA. KOA is a condition that makes it hard for the knee to …
entire knee joint is affected by KOA. KOA is a condition that makes it hard for the knee to …
[HTML][HTML] Understanding the role and adoption of artificial intelligence techniques in rheumatology research: an in-depth review of the literature
A Madrid-García, B Merino-Barbancho… - Seminars in Arthritis and …, 2023 - Elsevier
The major and upward trend in the number of published research related to rheumatic and
musculoskeletal diseases, in which artificial intelligence plays a key role, has exhibited the …
musculoskeletal diseases, in which artificial intelligence plays a key role, has exhibited the …
Explainable machine learning for knee osteoarthritis diagnosis based on a novel fuzzy feature selection methodology
Abstract Knee Osteoarthritis (ΚΟΑ) is a degenerative joint disease of the knee that results
from the progressive loss of cartilage. Due to KOA's multifactorial nature and the poor …
from the progressive loss of cartilage. Due to KOA's multifactorial nature and the poor …
A comprehensive survey on bone segmentation techniques in knee osteoarthritis research: From conventional methods to deep learning
Knee osteoarthritis (KOA) is a degenerative joint disease, which significantly affects middle-
aged and elderly people. The majority of KOA is primarily based on hyaline cartilage …
aged and elderly people. The majority of KOA is primarily based on hyaline cartilage …