Publications by authors named "Yin-Ju Lee"
Diagnostics (Basel)
April 2022
Article Synopsis
- - This study modified an existing model, X2CT-GAN, to create a 2Dto3D-GAN specifically for generating 3D images of the spine from 2D X-ray images, incorporating insights from radiologists.
- - Using data from 1012 CT scans, the model's effectiveness was tested across different sizes of training datasets and various bone signal conditions, with several evaluation metrics showing strong performance.
- - The findings indicate that enhancing bone signal conditions and increasing training data size significantly improve the model's performance, highlighting its potential for clinical applications in automatically producing 3D spine images.
