Ehrhardt, Jan

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

Statistical Shape Modeling of the Left Ventricle: Myocardial Infarct Classification Challenge

Suinesiaputra, A., Dhooge, J., Duchateau, N., Ehrhardt, J., Frangi, A. F., Gooya, A., Grau, V., Lekadir, K., Lu, A., Mukhopadhyay, A., et al. (2018) · IEEE Journal of Biomedical and Health Informatics

Medical Image Segmentation TechniquesCardiac Imaging and Diagnostics

Cited by 95

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