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1609.02469
Cited By
Quantifying Radiographic Knee Osteoarthritis Severity using Deep Convolutional Neural Networks
8 September 2016
Joseph Antony
Kevin McGuinness
Noel E. O'Connor
Kieran Moran
MedIm
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Papers citing
"Quantifying Radiographic Knee Osteoarthritis Severity using Deep Convolutional Neural Networks"
37 / 37 papers shown
Morphology-Aware KOA Classification: Integrating Graph Priors with Vision Models
Marouane Tliba
M. A. Kerkouri
Yassine Nasser
Nour Aburaed
Aladine Chetouani
Ulas Bagci
Rachid Jennane
127
0
0
20 Oct 2025
Diffusion-based Counterfactual Augmentation: Towards Robust and Interpretable Knee Osteoarthritis Grading
Zhe Wang
Yuhua Ru
Aladine Chetouani
Tina Shiang
Fang Chen
...
Didier Hans
Rachid Jennane
William Ewing Palmer
Mohamed Jarraya
Yung Hsin Chen
MedIm
215
0
0
18 Jun 2025
Confidence-Driven Deep Learning Framework for Early Detection of Knee Osteoarthritis
Zhe Wang
A. Chetouani
R. Jennane
Yuhua Ru
Fang Chen
M. Jarraya
Fabian Bauer
Liping Zhang
Didier Hans
Rachid Jennane
286
3
0
17 Jan 2025
Identity-Consistent Diffusion Network for Grading Knee Osteoarthritis Progression in Radiographic Imaging
Wenhua Wu
Kun Hu
Wenxi Yue
Wei Li
Milena Simic
ChangYang Li
Wei Xiang
Zhiyong Wang
MedIm
212
0
0
31 Jul 2024
Shifting Focus: From Global Semantics to Local Prominent Features in Swin-Transformer for Knee Osteoarthritis Severity Assessment
European Signal Processing Conference (EUSIPCO), 2024
Aymen Sekhri
Marouane Tliba
M. A. Kerkouri
Yassine Nasser
Aladine Chetouani
Alessandro Bruno
Rachid Jennane
228
5
0
15 Mar 2024
Embedded Deployment of Semantic Segmentation in Medicine through Low-Resolution Inputs
Erik Ostrowski
Mohamed Bennai
SSeg
184
1
0
08 Mar 2024
Improving Image Classification of Knee Radiographs: An Automated Image Labeling Approach
Jikai Zhang
Carlos Santos
Christine Park
Maciej A. Mazurowski
R. Colglazier
166
4
0
06 Sep 2023
Deciphering knee osteoarthritis diagnostic features with explainable artificial intelligence: A systematic review
IEEE Access (IEEE Access), 2023
Yun Xin Teoh
Alice Othmani
Siew Li Goh
Juliana Usman
K. Lai
226
8
0
18 Aug 2023
Automatic diagnosis of knee osteoarthritis severity using Swin transformer
International Conference on Content-Based Multimedia Indexing (CBMI), 2023
Aymen Sekhri
Marouane Tliba
M. A. Kerkouri
Yassine Nasser
A. Chetouani
Alessandro Bruno
R. Jennane
170
14
0
10 Jul 2023
A generalized framework to predict continuous scores from medical ordinal labels
K. Hoebel
A. Lemay
John Peter Campbell
S. Ostmo
Michael F. Chiang
Christopher P. Bridge
Matthew D. Li
Praveer Singh
Aaron S. Coyner
Jayashree Kalpathy-Cramer
108
2
0
30 May 2023
A Neural Template Matching Method to Detect Knee Joint Areas
Juha Tiirola
MedIm
239
1
0
23 Sep 2022
An overview of deep learning in medical imaging
I. Haq
VLM
160
5
0
17 Feb 2022
Give me a knee radiograph, I will tell you where the knee joint area is: a deep convolutional neural network adventure
Shi Yan
Taghi Ramazanian
Elham Sagheb
W. Kremers
Vipin Chaudhary
M. Taunton
H. Kremers
A. Tafti
MedIm
190
6
0
11 Feb 2022
Knee Cartilage Defect Assessment by Graph Representation and Surface Convolution
IEEE Transactions on Medical Imaging (IEEE TMI), 2022
Zixu Zhuang
Liping Si
Sheng Wang
Kai Xuan
Xi Ouyang
...
Zhong Xue
Lichi Zhang
Dinggang Shen
Weiwu Yao
Qian Wang
288
14
0
12 Jan 2022
Knee Osteoarthritis Severity Prediction using an Attentive Multi-Scale Deep Convolutional Neural Network
R. Jain
Prasen Kumar Sharma
S. Gaj
Arijit Sur
P. Ghosh
MedIm
136
58
0
27 Jun 2021
Human Recognition Using Face in Computed Tomography
Jiuwen Zhu
Member Ieee Hu Han
F. I. S. Kevin Zhou
CVBM
149
0
0
28 May 2020
A Lightweight CNN and Joint Shape-Joint Space (JS2) Descriptor for Radiological Osteoarthritis Detection
N. Bayramoglu
M. Nieminen
S. Saarakkala
MedIm
182
11
0
24 May 2020
A Self-ensembling Framework for Semi-supervised Knee Cartilage Defects Assessment with Dual-Consistency
Jiayu Huo
Liping Si
Xi Ouyang
Kai Xuan
Weiwu Yao
Z. Xue
Qian Wang
Dinggang Shen
Lichi Zhang
260
1
0
19 May 2020
Automatic Grading of Knee Osteoarthritis on the Kellgren-Lawrence Scale from Radiographs Using Convolutional Neural Networks
Lecture Notes in Networks and Systems (LNNS), 2020
Sudeep Kondal
V. Kulkarni
A. Gaikwad
A. Kharat
Aniruddha Pant
MedIm
140
19
0
18 Apr 2020
Semixup: In- and Out-of-Manifold Regularization for Deep Semi-Supervised Knee Osteoarthritis Severity Grading from Plain Radiographs
IEEE Transactions on Medical Imaging (TMI), 2020
Huy Hoang Nguyen
S. Saarakkala
Matthew Blaschko
A. Tiulpin
299
53
0
04 Mar 2020
Deep learning predicts total knee replacement from magnetic resonance images
Scientific Reports (Sci Rep), 2020
Aniket A. Tolpadi
Jinhee J. Lee
V. Pedoia
S. Majumdar
MedIm
AI4CE
204
111
0
24 Feb 2020
Secure and Robust Machine Learning for Healthcare: A Survey
IEEE Reviews in Biomedical Engineering (RBME), 2020
A. Qayyum
Junaid Qadir
Muhammad Bilal
Ala I. Al-Fuqaha
AAML
OOD
357
462
0
21 Jan 2020
Predicting knee osteoarthritis severity: comparative modeling based on patient's data and plain X-ray images
Scientific Reports (Sci Rep), 2019
Jaynal Abedin
Joseph Antony
Kevin McGuinness
Kieran Moran
Noel E. O'Connor
Dietrich-Rebholz Schuhmann
J. Newell
182
76
0
23 Aug 2019
Assessing Knee OA Severity with CNN attention-based end-to-end architectures
International Conference on Medical Imaging with Deep Learning (MIDL), 2018
Marc Górriz
Joseph Antony
Kevin McGuinness
Xavier Giró-i-Nieto
Noel E. O'Connor
MedIm
165
55
0
23 Aug 2019
Feature Learning to Automatically Assess Radiographic Knee Osteoarthritis Severity
Intelligent Systems Reference Library (ISRL), 2019
Joseph Antony
Kevin McGuinness
Kieran Moran
Noel E. O'Connor
299
9
0
23 Aug 2019
Adaptive Segmentation of Knee Radiographs for Selecting the Optimal ROI in Texture Analysis
Osteoarthritis and Cartilage (Osteoarthr Cartil), 2019
N. Bayramoglu
A. Tiulpin
J. Hirvasniemi
M. Nieminen
S. Saarakkala
267
34
0
21 Aug 2019
Automatic detection and diagnosis of sacroiliitis in CT scans as incidental findings
Yigal Shenkman
Bilal Qutteineh
Leo Joskowicz
Adi Szeskin
Y. Azraq
Arnaldo Mayer
I. Eshed
103
27
0
14 Aug 2019
KNEEL: Knee Anatomical Landmark Localization Using Hourglass Networks
A. Tiulpin
Iaroslav Melekhov
S. Saarakkala
285
51
0
29 Jul 2019
Automatic Grading of Individual Knee Osteoarthritis Features in Plain Radiographs using Deep Convolutional Neural Networks
A. Tiulpin
S. Saarakkala
161
146
0
18 Jul 2019
Deep-Learning for Tidemark Segmentation in Human Osteochondral Tissues Imaged with Micro-computed Tomography
Advanced Concepts for Intelligent Vision Systems Conference (ACIVS), 2019
A. Tiulpin
M. Finnilä
P. Lehenkari
H. Nieminen
S. Saarakkala
168
15
0
11 Jul 2019
Multimodal Machine Learning-based Knee Osteoarthritis Progression Prediction from Plain Radiographs and Clinical Data
A. Tiulpin
S. Klein
S. Bierma-Zeinstra
J. Thevenot
Esa Rahtu
J. Meurs
E. H. Oei
S. Saarakkala
AI4CE
193
247
0
12 Apr 2019
Going Deep in Medical Image Analysis: Concepts, Methods, Challenges and Future Directions
F. Altaf
Syed Mohammed Shamsul Islam
Naveed Akhtar
N. Janjua
OOD
216
234
0
15 Feb 2019
Not-so-supervised: a survey of semi-supervised, multi-instance, and transfer learning in medical image analysis
Veronika Cheplygina
Marleen de Bruijne
J. Pluim
388
861
0
17 Apr 2018
Automatic Knee Osteoarthritis Diagnosis from Plain Radiographs: A Deep Learning-Based Approach
Scientific Reports (Sci Rep), 2017
A. Tiulpin
J. Thevenot
Esa Rahtu
P. Lehenkari
S. Saarakkala
MedIm
237
546
0
29 Oct 2017
Automatic Detection of Knee Joints and Quantification of Knee Osteoarthritis Severity using Convolutional Neural Networks
Joseph Antony
Kevin McGuinness
Kieran Moran
Noel E. O'Connor
MedIm
115
185
0
29 Mar 2017
A Survey on Deep Learning in Medical Image Analysis
G. Litjens
Thijs Kooi
B. Bejnordi
A. Setio
F. Ciompi
Mohsen Ghafoorian
Jeroen van der Laak
Bram van Ginneken
C. I. Sánchez
OOD
2.2K
12,870
0
19 Feb 2017
A novel method for automatic localization of joint area on knee plain radiographs
Scandinavian Conference on Image Analysis (SCIA), 2017
A. Tiulpin
J. Thevenot
Esa Rahtu
S. Saarakkala
165
48
0
31 Jan 2017
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