Recognition of Knee Osteoarthritis (KOA) Using YOLOv2 and Classification Based on Convolutional Neural Network

Recognition of Knee Osteoarthritis (KOA) Using YOLOv2 and Classification Based on Convolutional Neural Network

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 better treatment. Manually KOA detection is a time-consuming and error-prone task. Computerized methods play a...

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Bibliographic Details
Main Authors: Usman Yunus, Javeria Amin, Muhammad Sharif, Mussarat Yasmin, Seifedine Kadry, Sujatha Krishnamoorthy
Format: Article
Language:English
Published: MDPI AG 2022-07-01
Series:Life
Subjects:
knee osteoarthritis (KOA)
handcrafted features
KL grading
features fusion
classification
localization
Online Access:https://www.mdpi.com/2075-1729/12/8/1126

Internet

https://www.mdpi.com/2075-1729/12/8/1126

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