Synthetic (DeepFake) Knee Osteoarthritis X-ray Images from Generative Adversarial Neural Networks

Published: 4 November 2022| Version 3 | DOI: 10.17632/fyybnjkw7v.3
Contributors:
Fabi Prezja,
Juha Paloneva,
Ilkka Pölönen,
Esko Niinimäki,
Sami Äyrämö

Description

This dataset contains three archives of images; The archive named '320K DeepFake KOA Images' contains 320,000 DeepFake (synthetic) x-ray images generated with the method described in the reference article. The remaining archives, 'KNN Model Validation' and 'Survey Items' include the images used to perform the corresponding tasks in the reference article.

Files

Steps to reproduce

Please see the reference article.

Institutions

Jyvaskylan Yliopisto

Categories

Radiology, Artificial Intelligence, Osteoarthritis, Synthetic Image, X-Ray, Deep Learning, Generative Adversarial Network

License