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Kerstin Hammernik — most-cited papers & profile · Computer Vision
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overview
Kerstin Hammernik
8
papers ·
38
citations
Google Scholar ↗
Semantic Scholar ↗
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Most-cited papers
Σ-net: Systematic Evaluation of Iterative Deep Neural Networks for Fast Parallel MR Image Reconstruction
2019 · 18 citations
Σ-net: Ensembled Iterative Deep Neural Networks for Accelerated Parallel MR Image Reconstruction
2019 · 9 citations
Deep Learning for Retrospective Motion Correction in MRI: A Comprehensive Review
2023 · 8 citations
Cooperative Training and Latent Space Data Augmentation for Robust Medical Image Segmentation
2021 · 2 citations
Bayesian Uncertainty Estimation of Learned Variational MRI Reconstruction
2021 · 1 citations
The Impact of Domain Shift on Left and Right Ventricle Segmentation in Short Axis Cardiac MR Images
2021
Embedding Gradient-based Optimization in Image Registration Networks
2021
Direct Cardiac Segmentation from Undersampled K-space Using Transformers
2024
Top co-authors
Daniel Rueckert
· 5
Chen Qin
· 4
Chen Chen
· 2
Jinming Duan
· 2
Jo Schlemper
· 2
Julia A. Schnabel
· 2
Ronald M. Summers
· 2
Alexander Effland
· 1
Alistair Young
· 1
Andrew P. King
· 1
Bram Ruijsink
· 1
Cheng Ouyang
· 1
Topics
eess.IV
cs.CV
cs.LG
Image Restoration
Medical Imaging
Segmentation
Image Generation
eess.SP
physics.med-ph