Erich Kobler
Johannes Kepler University of Linz(AT)
Publications by Year
Research Areas
Medical Imaging Techniques and Applications, Advanced MRI Techniques and Applications, Sparse and Compressive Sensing Techniques, Image and Signal Denoising Methods, Medical Image Segmentation Techniques
Most-Cited Works
- → Learning a variational network for reconstruction of accelerated MRI data(2017)1,659 cited
- → Assessment of the generalization of learned image reconstruction and the potential for transfer learning(2018)219 cited
- → Variational Networks: Connecting Variational Methods and Deep Learning(2017)124 cited
- → Bayesian Uncertainty Estimation of Learned Variational MRI Reconstruction(2021)47 cited
- → Variational Networks: An Optimal Control Approach to Early Stopping Variational Methods for Image Restoration(2020)42 cited
- → Deep-learning-based reconstruction of undersampled MRI to reduce scan times: a multicentre, retrospective, cohort study(2024)35 cited
- → Total Deep Variation: A Stable Regularization Method for Inverse Problems(2021)28 cited
- → Reduction of Gadolinium-Based Contrast Agents in MRI Using Convolutional Neural Networks and Different Input Protocols(2023)27 cited
- → Constrained and unconstrained deep image prior optimization models with automatic regularization(2022)26 cited