[HTML][HTML] How Can Artificial Intelligence Identify Knee Osteoarthritis from Radiographic Images with Satisfactory Accuracy?: A Literature Review for 2018–2024

S Touahema, I Zaimi, N Zrira, MN Ngote - Applied Sciences, 2024 - mdpi.com
Knee osteoarthritis is a chronic, progressive disease that rapidly progresses to severe
stages. Reliable and accurate diagnosis, combined with the implementation of preventive …

On the Generalizability of Machine Learning Classification Algorithms and Their Application to the Framingham Heart Study

N Kahouadji - Information, 2024 - mdpi.com
The use of machine learning algorithms in healthcare can amplify social injustices and
health inequities. While the exacerbation of biases can occur and be compounded during …

Classification of Knee Osteoarthritis Severity by Transfer Learning from X-Ray Images

FZ Solak - Karaelmas Fen ve Mühendislik Dergisi, 2024 - dergipark.org.tr
Knee Osteoarthritis (KOA) is the most common type of arthritis and its severity is assessed
with the Kellgren-Lawrence (KL) grading system based on evidence from both knee bones …

Knee Osteoarthritis Detection Using X-Rays and DNN

V Sinha, E Veemaraj - 2024 3rd International Conference on …, 2024 - ieeexplore.ieee.org
Knee osteoarthritis (OA) is a prevalent degenerative joint disease that affects millions
worldwide, leading to pain, disability, and reduced quality of life. Early detection and …

A Comprehensive Review on Knee Osteoarthritis Detection using Medical Imaging and Machine Learning

N Sharma, R Sapra, P Dhaliwal - … Conference on Intelligent …, 2024 - ieeexplore.ieee.org
The primarily focus of this review paper is to give an encompassing and substantial
information about Arthritis disease, it's variants and the most recurrent type of Arthritis which …