Automatic Grading of Knee Osteoarthritis from Plain Radiographs Using Densely Connected Convolutional Networks

2021 ◽  
pp. 149-161
Author(s):  
Alexey Mikhaylichenko ◽  
Yana Demyanenko
Keyword(s):  
Knee Osteoarthritis ◽  
Plain Radiographs ◽  
Convolutional Networks ◽  
Automatic Grading

scholarly journals Automatic knee osteoarthritis severity assessment from plain radiographs with limited data

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

scholarly journals Deep learning predicts knee osteoarthritis progression from plain radiographs

2019 ◽  
Vol 27 ◽  
pp. S397-S398 ◽  
Author(s):  
A. Tiulpin ◽  
S. Klein ◽  
S. Bierma-Zeinstra ◽  
J. Thevenot ◽  
J. van Meurs ◽  
...  
Keyword(s):  
Deep Learning ◽  
Knee Osteoarthritis ◽  
Plain Radiographs ◽  
Osteoarthritis Progression

scholarly journals Fully automatic quantification of knee osteoarthritis severity on plain radiographs

2008 ◽  
Vol 16 (11) ◽  
pp. 1300-1306 ◽  
Author(s):  
H. Oka ◽  
S. Muraki ◽  
T. Akune ◽  
A. Mabuchi ◽  
T. Suzuki ◽  
...  
Keyword(s):  
Knee Osteoarthritis ◽  
Automatic Quantification ◽  
Plain Radiographs ◽  
Fully Automatic

scholarly journals Differences in tibial subchondral bone structure evaluated using plain radiographs between knees with and without cartilage damage or bone marrow lesions - the Oulu Knee Osteoarthritis study

2017 ◽  
Vol 27 (11) ◽  
pp. 4874-4882 ◽  
Author(s):  
Jukka Hirvasniemi ◽  
Jérôme Thevenot ◽  
Ali Guermazi ◽  
Jana Podlipská ◽  
Frank W. Roemer ◽  
...  
Keyword(s):  
Bone Marrow ◽  
Knee Osteoarthritis ◽  
Subchondral Bone ◽  
Bone Structure ◽  
Cartilage Damage ◽  
Plain Radiographs ◽  
Bone Marrow Lesions

scholarly journals Automatic Knee Osteoarthritis Diagnosis from Plain Radiographs: A Deep Learning-Based Approach

2018 ◽  
Vol 8 (1) ◽  
Author(s):  
Aleksei Tiulpin ◽  
Jérôme Thevenot ◽  
Esa Rahtu ◽  
Petri Lehenkari ◽  
Simo Saarakkala
Keyword(s):  
Deep Learning ◽  
Knee Osteoarthritis ◽  
Plain Radiographs
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