Comparative analysis of machine learning and deep learning algorithms for knee arthritis detection using YOLOv8 models

Knee arthritis is a prevalent joint condition that affects many people worldwide. Early detection and appropriate treatment are essential to slow the disease's progression and enhance patients' quality of life. In this study, various machine learning and deep learning algorithms were used...

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Vydané v:	Journal of X-ray science and technology Ročník 33; číslo 3; s. 565
Hlavný autor:	Cinar, Ilkay
Médium:	Journal Article
Jazyk:	English
Vydavateľské údaje:	United States 01.05.2025
Predmet:	Algorithms Deep Learning Humans Image Interpretation, Computer-Assisted - methods Knee Joint - diagnostic imaging Machine Learning Neural Networks, Computer Osteoarthritis, Knee - diagnostic imaging deep learning knee arthritis detection classification machine learning YOLOv8
ISSN:	1095-9114, 1095-9114
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