Deep learning for medical image analysis
- Focus on ultrasound and computed tomography data (2D, 3D)
- Particularly interested in methods for performance improvement of deep learning models with limited data
- Generative adversarial networks for domain adaption and style transfer
- Ultrasound simulations for data augmentation