Hoffmann, Malte
- FLEXI: A high order discontinuous Galerkin framework for\n hyperbolic-parabolic conservation laws
2019/10/07 by Nico Krais, Krais, Nico, Andrea Beck +18 · 12 citations
Engineering · #Advanced Numerical Methods in Computational Mathematics #Computational Engineering #Computational Fluid Dynamics and Aerodynamics #FOS: Computer and information sciences #Finance #Lattice Boltzmann Simulation Studies #and Science (cs.CE)
- HyperMorph: Amortized Hyperparameter Learning for Image Registration
2021/01/04 by Hoopes, Andrew, Hoffmann, Malte, Fischl, Bruce +2 · 11 citations
#Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Image and Video Processing (eess.IV) #electronic engineering #information engineering
- The Brain Tumor Sequence Registration (BraTS-Reg) Challenge: Establishing Correspondence Between Pre-Operative and Follow-up MRI Scans of Diffuse Glioma Patients
2021/12/13 by Baheti, Bhakti, Chakrabarty, Satrajit, Akbari, Hamed +70 · 7 citations
#Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Image and Video Processing (eess.IV) #electronic engineering #information engineering
- Data Consistent Deep Rigid MRI Motion Correction
2023/01/25 by Nalini Singh, Nalini M. Singh, Singh, Nalini M. +14 · 1 voice · 2 citations
Computer Science · Engineering · Medicine · #Advanced MRI Techniques and Applications #Advanced Neuroimaging Techniques and Applications #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Image and Video Processing (eess.IV) #Machine Learning (cs.LG) #Medical Imaging Techniques and Applications #cs.CV #cs.LG #eess.IV #electronic engineering #information engineering
- Boosting Skull-Stripping Performance for Pediatric Brain Images
2024/02/26 by Kelley, William, Ngo, Nathan, Dalca, Adrian V. +3 · 5 citations
#Computer Vision and Pattern Recognition (cs.CV) #FOS: Biological sciences #FOS: Computer and information sciences #FOS: Electrical engineering #Image and Video Processing (eess.IV) #Quantitative Methods (q-bio.QM) #electronic engineering #information engineering
- Registration by Regression (RbR): a framework for interpretable and flexible atlas registration
2024/04/25 by Karthik Gopinath, Xiaoling Hu, Gopinath, Karthik +7 · 4 citations
Computer Science · Engineering · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Medical Image Segmentation Techniques #Reservoir Engineering and Simulation Methods
- MultiMorph: On-demand Atlas Construction
2025/03/31 by S. Mazdak Abulnaga, Abulnaga, S. Mazdak, Andrew Hoopes +13 · 4 citations
Biochemistry, Genetics and Molecular Biology · Medicine · Neuroscience · #Advanced Neuroimaging Techniques and Applications #Artificial Intelligence (cs.AI) #Cell Image Analysis Techniques #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Functional Brain Connectivity Studies
- Hierarchical Uncertainty Estimation for Learning-based Registration in Neuroimaging
2024/10/11 by Xiaoling Hu, Hu, Xiaoling, Karthik Gopinath +11 · 4 citations
Computer Science · Medicine · #Advanced MRI Techniques and Applications #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Image and Video Processing (eess.IV) #Machine Learning (cs.LG) #Medical Image Segmentation Techniques #Medical Imaging Techniques and Applications #electronic engineering #information engineering
- Deep-ER: Deep Learning ECCENTRIC Reconstruction for fast high-resolution neurometabolic imaging
2024/09/26 by Paul Weiser, Weiser, Paul, Georg Langs +25 · 1 citation
Medicine · #Advanced MRI Techniques and Applications #Cardiac Imaging and Diagnostics #FOS: Computer and information sciences #FOS: Electrical engineering #Image and Video Processing (eess.IV) #Machine Learning (cs.LG) #Medical Imaging Techniques and Applications #electronic engineering #information engineering
- WALINET: A water and lipid identification convolutional Neural Network for nuisance signal removal in 1H MR Spectroscopic Imaging
2024/10/01 by Paul Weiser, Weiser, Paul, Georg Langs +13 · 1 citation
Biochemistry, Genetics and Molecular Biology · Engineering · #Metabolomics and Mass Spectrometry Studies #Advanced Chemical Sensor Technologies