Machine Learning-Based Automatic Classification of Knee Osteoarthritis Severity Using Gait Data and Radiographic Images

Machine Learning-Based Automatic Classification of Knee Osteoarthritis Severity Using Gait Data and Radiographic Images

Knee osteoarthritis (KOA) is a leading cause of disability among elderly adults, and it causes pain and discomfort and limits the functional independence of such adults. The aim of this study was the development of an automated classification model for KOA, based on the Kellgren-Lawrence (KL) gradin...

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Bibliographic Details
Main Authors: Soon Bin Kwon, Hyuk-Soo Han, Myung Chul Lee, Hee Chan Kim, Yunseo Ku, Du Hyun Ro
Format: Article
Language:English
Published: IEEE 2020-01-01
Series:IEEE Access
Subjects:
Deep learning
gait data
knee osteoarthritis
machine learning
radiographic images
Online Access:https://ieeexplore.ieee.org/document/9130657/

Internet

https://ieeexplore.ieee.org/document/9130657/

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