Kerstin Hammernik

Learning a variational network for reconstruction of accelerated MRI data

Kerstin Hammernik, Teresa Klatzer, Erich Kobler et al. · Magnetic Resonance in Medicine · 2017 · 1.6K citations

Deep-Learning Methods for Parallel Magnetic Resonance Imaging Reconstruction: A Survey of the Current Approaches, Trends, and Issues

Florian Knöll, Kerstin Hammernik, Chi Zhang et al. · IEEE Signal Processing Magazine · 2020 · 367 citations · Full text

Image Reconstruction, Engineering, Machine Learning +16

CINENet: deep learning-based 3D cardiac CINE MRI reconstruction with multi-coil complex-valued 4D spatio-temporal convolutions

Thomas Küstner, Niccolò Fuin, Kerstin Hammernik et al. · Scientific Reports · 2020 · 230 citations · Full text

Image Reconstruction, Convolutional Neural Network, Engineering +19

Assessment of the generalization of learned image reconstruction and the potential for transfer learning

Florian Knöll, Kerstin Hammernik, Erich Kobler et al. · Magnetic Resonance in Medicine · 2018 · 215 citations

A multi-center milestone study of clinical vertebral CT segmentation

Jianhua Yao, Joseph E. Burns, Daniel Forsberg et al. · Computerized Medical Imaging and Graphics · 2016 · 135 citations · Full text

Multi-center Milestone Study, Medical Imaging, Spine Deformity +5