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Automatic Knee Osteoarthritis Diagnosis from Plain Radiographs: A Deep Learning-Based Approach
Scientific Reports
◽
10.1038/s41598-018-20132-7
◽
2018
◽
Vol 8
(1)
◽
Cited By ~ 90
Author(s):
Aleksei Tiulpin
◽
Jérôme Thevenot
◽
Esa Rahtu
◽
Petri Lehenkari
◽
Simo Saarakkala
Keyword(s):
Deep Learning
◽
Knee Osteoarthritis
◽
Plain Radiographs
Download Full-text
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10.1016/j.joca.2019.02.398
◽
2019
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Vol 27
◽
pp. S397-S398
◽
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A. Tiulpin
◽
S. Klein
◽
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◽
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...
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◽
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Deep learning approach to predict pain progression in knee osteoarthritis
Skeletal Radiology
◽
10.1007/s00256-021-03773-0
◽
2021
◽
Author(s):
Bochen Guan
◽
Fang Liu
◽
Arya Haj Mizaian
◽
Shadpour Demehri
◽
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...
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Deep Learning
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◽
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Automatic Grading of Knee Osteoarthritis from Plain Radiographs Using Densely Connected Convolutional Networks
Communications in Computer and Information Science - Recent Trends in Analysis of Images, Social Networks and Texts
◽
10.1007/978-3-030-71214-3_13
◽
2021
◽
pp. 149-161
Author(s):
Alexey Mikhaylichenko
◽
Yana Demyanenko
Keyword(s):
Knee Osteoarthritis
◽
Plain Radiographs
◽
Convolutional Networks
◽
Automatic Grading
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Discovering knee osteoarthritis bone shape features using deep learning
Osteoarthritis and Cartilage
◽
10.1016/j.joca.2019.02.386
◽
2019
◽
Vol 27
◽
pp. S386-S387
Author(s):
A.G. Morales Martinez
◽
I. Flament
◽
F. Liu
◽
J. Lee
◽
P. Cao
◽
...
Keyword(s):
Deep Learning
◽
Knee Osteoarthritis
◽
Shape Features
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Automatic knee osteoarthritis severity assessment from plain radiographs with limited data
Osteoarthritis and Cartilage
◽
10.1016/j.joca.2020.02.487
◽
2020
◽
Vol 28
◽
pp. S314-S315
Author(s):
H.H. Nguyen
◽
S. Saarakkala
◽
A. Tiulpin
Keyword(s):
Knee Osteoarthritis
◽
Severity Assessment
◽
Limited Data
◽
Plain Radiographs
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Automatic grading of individual knee osteoarthritis features in plain radiographs using deep convolutional neural networks
Osteoarthritis and Cartilage
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10.1016/j.joca.2020.02.480
◽
2020
◽
Vol 28
◽
pp. S308
◽
Cited By ~ 1
Author(s):
A. Tiulpin
◽
S. Saarakkala
Keyword(s):
Neural Networks
◽
Knee Osteoarthritis
◽
Convolutional Neural Networks
◽
Deep Convolutional Neural Networks
◽
Plain Radiographs
◽
Automatic Grading
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Deep semi-supervised learning for knee osteoarthritis severity assessment from plain radiographs
Osteoarthritis and Cartilage
◽
10.1016/j.joca.2020.02.484
◽
2020
◽
Vol 28
◽
pp. S311-S312
Author(s):
H.H. Nguyen
◽
S. Saarakkala
◽
A. Tiulpin
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Knee Osteoarthritis
◽
Supervised Learning
◽
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◽
Plain Radiographs
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MRI-based multi-task deep learning for cartilage lesion severity staging in knee osteoarthritis
Osteoarthritis and Cartilage
◽
10.1016/j.joca.2019.02.399
◽
2019
◽
Vol 27
◽
pp. S398-S399
Author(s):
B. Astuto Arouche Nunes
◽
I. Flament
◽
R. Shah
◽
M. Bucknor
◽
T. Link
◽
...
Keyword(s):
Deep Learning
◽
Knee Osteoarthritis
◽
Cartilage Lesion
◽
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Re: “Fully Automatic quantification of knee osteoarthritis severity on plain radiographs”. Authors: H. OKA et al. Osteoarthritis and Cartilage (2008) 16, 1300–1306
Osteoarthritis and Cartilage
◽
10.1016/j.joca.2009.02.016
◽
2009
◽
Vol 17
(9)
◽
pp. 1252-1253
Author(s):
T.D.V. Cooke
Keyword(s):
Knee Osteoarthritis
◽
Automatic Quantification
◽
Plain Radiographs
◽
Fully Automatic
◽
And Cartilage
Download Full-text
Fully automatic quantification of knee osteoarthritis severity on plain radiographs
Osteoarthritis and Cartilage
◽
10.1016/j.joca.2008.03.011
◽
2008
◽
Vol 16
(11)
◽
pp. 1300-1306
◽
Cited By ~ 55
Author(s):
H. Oka
◽
S. Muraki
◽
T. Akune
◽
A. Mabuchi
◽
T. Suzuki
◽
...
Keyword(s):
Knee Osteoarthritis
◽
Automatic Quantification
◽
Plain Radiographs
◽
Fully Automatic
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