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

29 October 2017

Esa Rahtu

Papers citing "Automatic Knee Osteoarthritis Diagnosis from Plain Radiographs: A Deep Learning-Based Approach"

22 / 22 papers shown

Title
Temporal Evolution of Knee Osteoarthritis: A Diffusion-based Morphing Model for X-ray Medical Image Synthesis Ben Cao Tiantian He Rachid Jennane Yuhua Ru Qiang Zhang Mohamed Jarraya MedIm 48 1 0 01 Aug 2024
Shifting Focus: From Global Semantics to Local Prominent Features in Swin-Transformer for Knee Osteoarthritis Severity Assessment Aymen Sekhri Marouane Tliba M. A. Kerkouri Yassine Nasser Aladine Chetouani Alessandro Bruno Rachid Jennane 45 0 0 15 Mar 2024
Adaptive Variance Thresholding: A Novel Approach to Improve Existing Deep Transfer Vision Models and Advance Automatic Knee-Joint Osteoarthritis Classification Fabi Prezja L. Annala Sampsa Kiiskinen Suvi Lahtinen Timo Ojala 26 2 0 10 Nov 2023
Synthesizing Bidirectional Temporal States of Knee Osteoarthritis Radiographs with Cycle-Consistent Generative Adversarial Neural Networks Fabi Prezja L. Annala Sampsa Kiiskinen Suvi Lahtinen Timo Ojala MedIm 24 3 0 10 Nov 2023
Improving Image Classification of Knee Radiographs: An Automated Image Labeling Approach Jikai Zhang Carlos Santos Christine Park Maciej A. Mazurowski R. Colglazier 29 2 0 06 Sep 2023
Deep learning-based algorithm for assessment of knee osteoarthritis severity in radiographs matches performance of radiologists Albert Swiecicki Nianyi Li Jonathan O'Donnell Nicholas Said Jichen Yang R. Mather W. Jiranek Maciej A. Mazurowski MedIm 9 74 0 25 Jul 2022
Temporal Context Matters: Enhancing Single Image Prediction with Disease Progression Representations Aishik Konwer Xuan Xu Joseph Bae Chaoyu Chen Prateek Prasanna MedIm 39 15 0 02 Mar 2022
Knee Cartilage Defect Assessment by Graph Representation and Surface Convolution Zixu Zhuang Liping Si Sheng Wang Kai Xuan Xi Ouyang ... Zhong Xue Lichi Zhang Dinggang Shen Weiwu Yao Qian Wang 42 5 0 12 Jan 2022
Coherence Learning using Keypoint-based Pooling Network for Accurately Assessing Radiographic Knee Osteoarthritis K. Zheng Yirui Wang C. Hsieh Le Lu Jing Xiao C. Kuo S. Miao 21 1 0 16 Dec 2021
A Practical Framework for ROI Detection in Medical Images -- a case study for hip detection in anteroposterior pelvic radiographs Feng-yu Liu Chih-Chi Chen Shann-Ching Chen Chien-Hung Liao 19 1 0 02 Mar 2021
DeepRA: Predicting Joint Damage From Radiographs Using CNN with Attention Neelam Chaturvedi 29 10 0 13 Feb 2021
Improved Diagnosis of Tibiofemoral Cartilage Defects on MRI Images Using Deep Learning Gergo Merkely Alireza Borjali M. Zgoda Evan M. Farina S. Görtz O. Muratoglu C. Lattermann K. Varadarajan 17 9 0 30 Nov 2020
Concept Bottleneck Models Pang Wei Koh Thao Nguyen Y. S. Tang Stephen Mussmann Emma Pierson Been Kim Percy Liang 42 784 0 09 Jul 2020
A Lightweight CNN and Joint Shape-Joint Space (JS2) Descriptor for Radiological Osteoarthritis Detection N. Bayramoglu M. Nieminen S. Saarakkala MedIm 11 7 0 24 May 2020
Automatic Grading of Knee Osteoarthritis on the Kellgren-Lawrence Scale from Radiographs Using Convolutional Neural Networks Sudeep Kondal V. Kulkarni A. Gaikwad A. Kharat Aniruddha Pant MedIm 19 13 0 18 Apr 2020
Deep learning predicts total knee replacement from magnetic resonance images Aniket A. Tolpadi Jinhee J. Lee V. Pedoia S. Majumdar MedIm AI4CE 27 95 0 24 Feb 2020
Detecting mechanical loosening of total hip replacement implant from plain radiograph using deep convolutional neural network Alireza Borjali Antonia F. Chen O. Muratoglu M. Morid K. Varadarajan 24 16 0 02 Dec 2019
Predicting knee osteoarthritis severity: comparative modeling based on patient's data and plain X-ray images Jaynal Abedin Joseph Antony Kevin McGuinness Kieran Moran Noel E. O'Connor Dietrich-Rebholz Schuhmann J. Newell 16 67 0 23 Aug 2019
Adaptive Segmentation of Knee Radiographs for Selecting the Optimal ROI in Texture Analysis N. Bayramoglu A. Tiulpin J. Hirvasniemi M. Nieminen S. Saarakkala 30 30 0 21 Aug 2019
Automatic Grading of Individual Knee Osteoarthritis Features in Plain Radiographs using Deep Convolutional Neural Networks A. Tiulpin S. Saarakkala 23 121 0 18 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 33 198 0 12 Apr 2019
Angiodysplasia Detection and Localization Using Deep Convolutional Neural Networks Alexey A. Shvets V. Iglovikov Alexander Rakhlin Alexandr A Kalinin MedIm 25 74 0 21 Apr 2018