Thomas Küstner

1. Physics-Driven Deep Learning for Computational Magnetic Resonance Imaging
   2022/03/23 by Kerstin Hammernik, Thomas Küstner, Hammernik, Kerstin +11 · 10 citations
   Medicine · #Advanced MRI Techniques and Applications #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #FOS: Physical sciences #Image and Video Processing (eess.IV) #Machine Learning (cs.LG) #Medical Imaging Techniques and Applications #Medical Physics (physics.med-ph) #Radiomics and Machine Learning in Medical Imaging #Signal Processing (eess.SP) #electronic engineering #information engineering
2. Physics-Driven Deep Learning for Computational Magnetic Resonance Imaging: Combining physics and machine learning for improved medical imaging
   2023/01/01 by Kerstin Hammernik, Thomas Küstner, Thomas Kustner +7 · 7 citations
   Medicine · #Advanced MRI Techniques and Applications #Medical Imaging Techniques and Applications #Radiomics and Machine Learning in Medical Imaging
3. Retrospective correction of motion‐affected MR images using deep learning frameworks
   2019/05/13 by Thomas Küstner, Karim Armanious, Jiahuan Yang +3 · 4 citations
   Computer Science · Medicine · #Advanced Image Processing Techniques #Advanced MRI Techniques and Applications #Medical Imaging Techniques and Applications
4. TotalSegmentator MRI: Robust Sequence-independent Segmentation of Multiple Anatomic Structures in MRI
   2025/02/01 by Tugba Akinci D’Antonoli, Lucas K. Berger, Ashraya Kumar Indrakanti +16 · 1 voice · 10 citations
   Computer Science · Medicine · Engineering · #Medical Image Segmentation Techniques #Radiomics and Machine Learning in Medical Imaging #Medical Imaging and Analysis
5. Uncertainty Estimation and Propagation in Accelerated MRI Reconstruction
   2023/08/04 by Paul Fischer, Fischer, Paul, Thomas Küstner +3 · 3 citations
   Engineering · Medicine · #Advanced X-ray and CT Imaging #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 #Radiomics and Machine Learning in Medical Imaging #electronic engineering #information engineering
6. Motion-compensated MR CINE reconstruction with reconstruction-driven motion estimation
   2023/02/05 by Jiazhen Pan, Wenqi Huang, Pan, Jiazhen +7 · 2 citations
   Medicine · #Advanced MRI Techniques and Applications #Cardiac Imaging and Diagnostics #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 #electronic engineering #information engineering