Milan Sonka
Research interests include medical imaging, image segmentation, and automated knowledge-based image analysis in a variety of applications and in various image modalities.
- Cardiovascular image analysis
- Coronary border detection in X-ray angiography
- Coronary wall and plaque border detection in intravascular ultrasound images
- Data fusion of angiography and intravascular ultrasound
- Brachial ultrasound analysis
- Segmentation of intracardiac ultrasound images
- Segmentation of cardiac MR and echo images - recently funded
- Segmentation of left & right ventricles using Hybrid Active Appearance Models
- Active Appearance Motion Models - 2D+time - MR and echocardiography
- Vascular MR image analysis
- Pulmonary CT image analysis
- Augmented reality virtual liver surgery planning system
- Cell image analysis
- MR brain segmentation and interpretation
- Miscellaneous applications
- Area and volume preserving smoothing
- 3D edge detection in anisotropic data volumes
- Automated learning of border detection criteria from examples
- Multi-D Image Analysis Library