3D US-CT/MRI registration for percutaneous focal liver tumor ablations.
Shuwei XingJoeana Cambranis RomeroPriyanka RoyDerek W CoolDavid TessierElvis C S ChenTerry M PetersAaron FensterPublished in: International journal of computer assisted radiology and surgery (2023)
We proposed a coarse-to-fine 3D US-CT/MRI registration pipeline based on nnUNet vessel segmentation models. Experiments based on healthy volunteers and patient trials demonstrated the effectiveness of our registration workflow. Our code and example data are publicly available in this r epository.
Keyphrases
- contrast enhanced
- magnetic resonance imaging
- computed tomography
- magnetic resonance
- dual energy
- image quality
- diffusion weighted imaging
- electronic health record
- randomized controlled trial
- case report
- air pollution
- deep learning
- molecular dynamics
- positron emission tomography
- convolutional neural network
- minimally invasive
- big data
- radiofrequency ablation
- machine learning