Ultrasound to CT rigid image registration using CNN for the HIFU treatment of heart arrhythmias.
Batoul DahmanF. BessierJean-Louis DillensegerPublished in: Medical Imaging: Image-Guided Procedures (2022)
Keyphrases
- ultrasound imaging
- image registration
- cardiac arrhythmias
- ultrasound images
- medical imaging
- ecg signals
- deformable registration
- volume data
- computed tomography
- imaging systems
- ct images
- minimally invasive
- coronary artery
- cellular neural networks
- three dimensional
- speckle noise
- radiation therapy
- respiratory motion
- medical images
- mutual information
- image guided
- beating heart
- medical image analysis
- magnetic resonance
- ct data
- image pairs
- image processing
- deformation field
- imaging modalities
- registration accuracy
- image analysis
- treatment planning
- computer tomography
- x ray
- soft tissue
- left ventricle
- magnetic resonance images
- ct scans
- machine vision
- computer vision
- clinical applications
- multiresolution
- registration errors
- intra operatively
- image reconstruction