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[HTML][HTML] Recognition of knee osteoarthritis (KOA) using YOLOv2 and classification based on convolutional neural network
U Yunus, J Amin, M Sharif, M Yasmin, S Kadry… - Life, 2022 - mdpi.com
Knee osteoarthritis (KOA) is one of the deadliest forms of arthritis. If not treated at an early
stage, it may lead to knee replacement. That is why early diagnosis of KOA is necessary for …
stage, it may lead to knee replacement. That is why early diagnosis of KOA is necessary for …
Knee meniscus segmentation and tear detection from mri: A review
A Saygili, S Albayrak - Current Medical Imaging, 2020 - ingentaconnect.com
Background: Automatic diagnostic systems in medical imaging provide useful information to
support radiologists and other relevant experts. The systems that help radiologists in their …
support radiologists and other relevant experts. The systems that help radiologists in their …
An efficient and fast computer-aided method for fully automated diagnosis of meniscal tears from magnetic resonance images
A Saygılı, S Albayrak - Artificial Intelligence in Medicine, 2019 - Elsevier
Menisci are structures that directly affect movement, so early detection of meniscus tears
also helps to prevent progressive knee disorders such as osteoarthritis. Manual …
also helps to prevent progressive knee disorders such as osteoarthritis. Manual …
A new computer-based approach for fully automated segmentation of knee meniscus from magnetic resonance images
A Saygılı, S Albayrak - Biocybernetics and Biomedical Engineering, 2017 - Elsevier
Menisci are tissues that enable mobility and absorb excess loads on the knee. Problems in
meniscus can trigger the disorder of osteoarthritis (OA). OA is one of the most common …
meniscus can trigger the disorder of osteoarthritis (OA). OA is one of the most common …
A simplified method of detection and predicting the severity of knee osteoarthritis
Knee osteoarthritis (OA) is a degenerative joint disease caused by the gradual wear and
tear of the knee's articulatory cartilage. It is most typically found in adults. It is a progressive …
tear of the knee's articulatory cartilage. It is most typically found in adults. It is a progressive …
Meniscus segmentation and tear detection in the knee MR images by fuzzy c-means method
A Saygili, S Albayrak - 2017 25th Signal Processing and …, 2017 - ieeexplore.ieee.org
Computer-assisted diagnosis (CAD) studies on medical images have gained momentum
recently. The studies in this area facilitates the work of medical specialists and reduces the …
recently. The studies in this area facilitates the work of medical specialists and reduces the …
Meniscus tear classification using histogram of oriented gradients in knee MR images
A Saygili, S Albayrak - 2018 26th Signal Processing and …, 2018 - ieeexplore.ieee.org
Automatic segmentation and classification studies in medical images have been intensely
studied in recent years. The results obtained will support the decisions of medical experts. In …
studied in recent years. The results obtained will support the decisions of medical experts. In …
Knee meniscus segmentation and tear detection based on magnitic resonacis images: a review of literature
AA Mahdi, MSH Al-Tamimi - International Journal of Nonlinear …, 2022 - ijnaa.semnan.ac.ir
The meniscus has a crucial function in human anatomy, and Magnetic Resonance Imaging
(MRI) plays an essential role in meniscus assessment. It is difficult to identify cartilage …
(MRI) plays an essential role in meniscus assessment. It is difficult to identify cartilage …
Automated diagnosis of meniscus tears from MRI of the knee
Meniscus tears are serious knee abnormalities that can cause kneeosteoarthritis disorder.
Therefore, early detection and treatment of meniscustears that may occur in the knee with …
Therefore, early detection and treatment of meniscustears that may occur in the knee with …