Quantifying Radiographic Knee Osteoarthritis Severity using Deep
Convolutional Neural Networks

Quantifying Radiographic Knee Osteoarthritis Severity using Deep Convolutional Neural Networks

8 September 2016

Kevin McGuinness

Noel E. O'Connor

Papers citing "Quantifying Radiographic Knee Osteoarthritis Severity using Deep Convolutional Neural Networks"

14 / 14 papers shown

Title
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 37 0 0 15 Mar 2024
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
A Neural Template Matching Method to Detect Knee Joint Areas Juha Tiirola MedIm 11 1 0 23 Sep 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 37 5 0 12 Jan 2022
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
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 38 1 0 19 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 14 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 21 95 0 24 Feb 2020
Adaptive Segmentation of Knee Radiographs for Selecting the Optimal ROI in Texture Analysis N. Bayramoglu A. Tiulpin J. Hirvasniemi M. Nieminen S. Saarakkala 19 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 25 198 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 29 200 0 15 Feb 2019
Not-so-supervised: a survey of semi-supervised, multi-instance, and transfer learning in medical image analysis V. Cheplygina Marleen de Bruijne J. Pluim 16 745 0 17 Apr 2018
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 340 10,633 0 19 Feb 2017