Automatic Grading of Individual Knee Osteoarthritis Features in Plain Radiographs using Deep Convolutional Neural Networks

18 July 2019

Papers citing "Automatic Grading of Individual Knee Osteoarthritis Features in Plain Radiographs using Deep Convolutional Neural Networks"

12 / 12 papers shown

Title
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 19 0 0 31 Jul 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 34 0 0 15 Mar 2024
Exploring the Efficacy of Base Data Augmentation Methods in Deep Learning-Based Radiograph Classification of Knee Joint Osteoarthritis Fabi Prezja L. Annala Sampsa Kiiskinen Timo Ojala 22 7 0 10 Nov 2023
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 20 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 14 3 0 10 Nov 2023
Automatic diagnosis of knee osteoarthritis severity using Swin transformer Aymen Sekhri Marouane Tliba M. A. Kerkouri Yassine Nasser A. Chetouani Alessandro Bruno R. Jennane 13 5 0 10 Jul 2023
Clinically-Inspired Multi-Agent Transformers for Disease Trajectory Forecasting from Multimodal Data Huy Hoang Nguyen Matthew B. Blaschko S. Saarakkala A. Tiulpin MedIm AI4CE 48 15 0 25 Oct 2022
Knee arthritis severity measurement using deep learning: a publicly available algorithm with a multi-institutional validation showing radiologist-level performance Han Gu Keyu Li R. Colglazier Jichen Yang Michael Lebhar ... R. French Nicholas Said Jikai Zhang Christine Park Maciej Mazurowski 9 2 0 16 Mar 2022
Temporal Context Matters: Enhancing Single Image Prediction with Disease Progression Representations Aishik Konwer Xuan Xu Joseph Bae Chaoyu Chen Prateek Prasanna MedIm 36 15 0 02 Mar 2022
Semixup: In- and Out-of-Manifold Regularization for Deep Semi-Supervised Knee Osteoarthritis Severity Grading from Plain Radiographs Huy Hoang Nguyen S. Saarakkala Matthew Blaschko A. Tiulpin 27 37 0 04 Mar 2020
Improving Robustness of Deep Learning Based Knee MRI Segmentation: Mixup and Adversarial Domain Adaptation E. Panfilov A. Tiulpin S. Klein M. Nieminen S. Saarakkala OOD 14 78 0 12 Aug 2019
KNEEL: Knee Anatomical Landmark Localization Using Hourglass Networks A. Tiulpin Iaroslav Melekhov S. Saarakkala 11 44 0 29 Jul 2019