MICCAI 2022: Calibrating Label Distribution for Class-Imbalanced Barely-Supervised Knee Segmentation

• UpdatedJan 21, 2024
• Python

Hourglass Networks for Knee Anatomical Landmark Localization: PyTorch Implementation

• UpdatedJul 8, 2025
• Python

Knee Osteoarthritis Analysis with X-ray Images using CNN

• UpdatedFeb 9, 2022
• Python

Prediction of Total Knee Replacement and Diagnosis of Osteoarthritis using Deep Learning on Knee Radiographs: Data from the Osteoarthritis Initiative

• UpdatedMar 11, 2025
• Python

Web app to predict knee osteoarthritis grade using Deep Learning and Streamlit

• UpdatedJul 25, 2023
• Jupyter Notebook

Semixup: In- and Out-of-Manifold Regularization for Deep Semi-Supervised Knee Osteoarthritis Severity Grading from Plain Radiographs

• UpdatedOct 3, 2023
• Python

This is the implementation of the paper "Physical activity as a risk factor in the progression of Osteoarthritis: A machine learning perspective". We use some simple Machine Learnign methods and the data from OAI.

• UpdatedJul 10, 2020
• Jupyter Notebook

• UpdatedOct 15, 2020
• Jupyter Notebook

Knee osteoarthritis analysis with X-ray images using CNN with Squeeze-and-Excitation blocks

• UpdatedJun 5, 2021
• Jupyter Notebook

Matlab code for analyzing MRI knee geometry

• UpdatedDec 16, 2019
• MATLAB

Using Convolutional Nerual Networks in Knee Cartilage Segmentation from Ultrasound Images

• UpdatedApr 27, 2020
• MATLAB