Uzunova, Hristina

Training cnns for image registration from few samples with model-based data augmentation

Uzunova, H., Wilms, M., Handels, H., & Ehrhardt, J. (2017) · Lecture Notes in Computer Science

Medical Image Segmentation TechniquesDomain Adaptation and Few-Shot Learning

Cited by 110

Interpretable explanations of black box classifiers applied on medical images by meaningful perturbations using variational autoencoders

Uzunova, H., Ehrhardt, J., Kepp, T., & Handels, H. (2019) · Medical Imaging 2019: Image Processing

Explainable Artificial Intelligence (XAI)Artificial Intelligence in Healthcare and Education

Cited by 39