Browse All

Current Filters

CLEAR FILTER x

TITLE

Complex-valued deep learning based denoising of gradient echo images in high-resolution quantitative susceptibility mapping

Author:Sandhanakrishnan Ravichandran  Christof Boehm  Kilian Weiss  Alexander Ziller  Georgios Kaissis  Kerstin Hammernik  Daniel Rueckert  Thomas Huber  Tabea Borde  Jakob Meineke  Marcus Makowski  Eva Fallenberg  Dimitrios Karampinos  

Session Type:Digital Poster  

Session Date:Tuesday, 07 May 2024  

Session Name:Magnetic Susceptibility I  

Program Number:2607  

Room Session:Exhibition Hall (Hall 403)  

Institution:Philips GmbH Market DACH  Philips Research  School of computation, Information and Technology, Technical University of Munich  School of Medicine, Klinikum rechts der Isar, Technical University of Munich  Technical University of Munich  Department of Comp  

Deep-learning based motion-compensated A-LIKNet for cardiac Cine MRI reconstruction

Author:Siying Xu  Aya Ghoul  Kerstin Hammernik  Jens Kuebler  Patrick Krumm  Andreas Lingg  Daniel Rueckert  Sergios Gatidis  Thomas Kuestner  

Session Type:Power Pitch  

Session Date:Monday, 06 May 2024  

Session Name:Pitch: AI-Empowered Image Reconstruction  

Program Number:0344  

Room Session:Power Pitch Theatre 2  

Institution:Department of Diagnostic and Interventional Radiology, University of Tuebingen  Medical Image and Data Analysis (MIDAS.lab), Department of Diagnostic and Interventional Radiology, University of Tuebingen  School of computation, Information and Technology,  

DE-NIK: Leveraging Dual-Echo Data for Respiratory-Resolved Abdominal MR Reconstructions Using Neural Implicit k-Space Representations

Author:Veronika Spieker  Jonathan Stelter  Wenqi Huang  Hannah Eichhorn  Kilian Weiss  Rickmer Braren  Veronika Zimmer  Kerstin Hammernik  Claudia Prieto  Dimitrios Karampinos  Julia Schnabel  

Session Type:Oral  

Session Date:Monday, 06 May 2024  

Session Name:AI/ML-Driven Reconstruction Techniques for Dynamic MRI  

Program Number:0014  

Room Session:Hall 606  

Institution:Helmholtz Center Munich  King's College London  Philips GmbH  Technical University of Munich  Millenium Institute for Intelligent Healthcare Engineering  Pontificia Universidad Católica de Chile  

Investigating the robustness of estimating B1maps by a neural network at different UHF sites.

Author:Kimon Hadjikiriakos  Felix Krüger  Felix Zimmermann  Layla Riemann  Katja Degenhardt  Kerstin Hammernik  Johannes Grimm  Simon Schmidt  Greg Metzger  Mark Ladd  Tobias Schaeffter  Sebastian Schmitter  

Session Type:Traditional Poster  

Session Date:Tuesday, 07 May 2024  

Session Name:B0 & B1 Coils & Phantoms  

Program Number:4942  

Room Session:Exhibition Hall (Hall 403)  

Institution:Center for Magnetic Resonance Research, University of Minnesota, Minneapolis, MN, United States  Medical Physics in Radiology, German Cancer Research Center (DKFZ)  Physikalisch-Technische Bundesanstalt (PTB)  School of Computation, Information and Techno  

Learning non-rigid registration in k-space from highly-accelerated cardiac and respiratory MR data

Author:Aya Ghoul  Kerstin Hammernik  Daniel Rueckert  Sergios Gatidis  Thomas Küstner  

Session Type:Oral  

Session Date:Wednesday, 08 May 2024  

Session Name:Cardiac & Abdominal Motion Correction: Freeze, Don’t Move!  

Program Number:0752  

Room Session:Hall 606  

Institution:Technical University of Munich  University Hospital of Tuebingen  Imperial College London  Stanford University  

PHIMO: Physics-Informed Motion Correction of GRE MRI for T2* Quantification

Author:Hannah Eichhorn  Kerstin Hammernik  Veronika Spieker  Elisa Saks  Kilian Weiss  Christine Preibisch  Julia Schnabel  

Session Type:Oral  

Session Date:Tuesday, 07 May 2024  

Session Name:Brain Motion Correction: Freeze, Don't Move!  

Program Number:0391  

Room Session:Nicoll 1  

Institution:Helmholtz Munich  Philips GmbH Market DACH  Technical University of Munich  King’s College London  

Reconstruction-free segmentation from undersampled k-space using transformers

Author:Yundi Zhang  Nil Stolt-Ansó  Jiazhen Pan  Wenqi Huang  Kerstin Hammernik  Daniel Rueckert  

Session Type:Oral  

Session Date:Tuesday, 07 May 2024  

Session Name:The Future of AI in MRI: Emerging Technologies & Directions  

Program Number:0656  

Room Session:Nicoll 3  

Institution:Technical University of Munich  Imperial College London  Klinikum rechts der Isar  

A self-supervised feature learning strategy for training reconstruction networks on undersampled data in cardiac Cine MRI

Author:Siying Xu  Kerstin Hammernik  Daniel Rueckert  Sergios Gatidis  Thomas Kuestner  

Session Type:Oral  

Session Date:Monday, 06 May 2024  

Session Name:AI/ML-Driven Reconstruction Techniques for Dynamic MRI  

Program Number:0012  

Room Session:Hall 606  

Institution:Medical Image and Data Analysis (MIDAS.lab), Department of Diagnostic and Interventional Radiology, University of Tuebingen  School of computation, Information and Technology, Technical University of Munich  Department of Computing, Imperial College Londo  

Self-Supervised Low-rank plus Sparse Network for Radial MRI Reconstruction

Author:Andrei Mancu  Wenqi Huang  Gastao Lima da Cruz  Daniel Rückert  Kerstin Hammernik  

Session Type:Digital Poster  

Session Date:Thursday, 09 May 2024  

Session Name:Advanced AI Reconstruction Techniques for Dynamic MR Acquisitions  

Program Number:4489  

Room Session:Exhibition Hall (Hall 403)  

Institution:Technical University of Munich  University of Michigan  Imperial College London  

TransGRAPPA: Self-supervised Transformer Network for k-Space Interpolation

Author:Wenqi Huang  Veronika Spieker  Jiazhen Pan  Daniel Rueckert  Kerstin Hammernik  

Session Type:Digital Poster  

Session Date:Monday, 06 May 2024  

Session Name:Self-Supervised AI/ML Techniques  

Program Number:1773  

Room Session:Exhibition Hall (Hall 403)  

Institution:Technical University of Munich  Helmholtz Munich  Imperial College London