CycleGAN with mutual information loss constraint generates structurally aligned CT images from functional EIT images.
Omer RazaMichael LawsonFedi ZouariEddie C. WongRussell W. ChanPeng CaoPublished in: EMBC (2023)
Keyphrases
- ct images
- information loss
- region of interest
- computer tomography
- pet ct
- computed tomography
- medical images
- image analysis
- ct scans
- pet images
- lung parenchyma
- image registration
- medical imaging
- input image
- image data
- three dimensional
- automated segmentation
- segmentation algorithm
- multislice
- anatomical knowledge
- fully automatic
- lung nodules
- lymph nodes
- ct data
- treatment planning
- clinical applications
- machine learning