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