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Accelerated Multiband Cine Cardiac Magnetic Resonance Imaging using Deep Learning

Author:Xiao Chen  Yuan Zheng  Eric Chen  Zhongqi Zhang  Yu Ding  Jian Xu  Terrence Chen  Shanhui Sun  

Session Type:Digital Poster  

Session Date:Tuesday, 10 May 2022  

Topic:Module 18: Cardiac  

Session Name:Cardiac Anatomy & Tissue Characterization V  

Program Number:1758  

Room Session:Exhibition Hall:S8 & S9  

Institution:UIH America, Inc.  United Imaging Intelligence  

Changes in CMR Parameters and Prediction of Cardiac Complications in Thalassemia Major: Fibrosis Tells Us More than Iron.

Author:Antonella Meloni  Laura Pistoia  Pietro Giuliano  Nicola Giunta  Nicolò Schicchi  Emanuele Grassedonio  Stefania Renne  Vincenzo Positano  Lorella Pitrolo  Maria Grazia Roberti  Paola Maria Grazia Sanna  Filippo Cademartiri  Alessia Pepe  

Session Type:Digital Poster  

Session Date:Tuesday, 10 May 2022  

Topic:Module 18: Cardiac  

Session Name:Cardiac Anatomy & Tissue Characterization V  

Program Number:1768  

Room Session:Exhibition Hall:S8 & S9  

Institution:ARNAS Civico, Di Cristina Benfratelli  Azienda Ospedaliero-Universitaria di Sassari  Azienda Ospedaliero-Universitaria OO.RR. Foggia  Azienda Ospedaliero-Universitaria Ospedali Riuniti "Umberto I-Lancisi-Salesi"  Fondazione G. Monasterio CNR-Regione Tosca  

CNN-based Off-resonance Correction in Cardiac Spiral MRI

Author:Shishuai Wang  Pedro Ferreira  Zohya Khalique  Margarita Gorodezky  Malte Roehl  Jialin Pu  Dudley Pennell  Sonia Nielles-Vallespin  Andrew Scott  

Session Type:Digital Poster  

Session Date:Tuesday, 10 May 2022  

Topic:Module 18: Cardiac  

Session Name:Cardiac Anatomy & Tissue Characterization V  

Program Number:1765  

Room Session:Exhibition Hall:S8 & S9  

Institution:Harbin Engineering University  Imperial College London  

Deep artifact suppression for interventional cardiac MR-thermometry

Author:Olivier Jaubert  Valery Ozenne  Maxime Yon  Javier Montalt-Tordera  Jennifer Steeden  Vivek Muthurangu  Bruno Quesson  

Session Type:Digital Poster  

Session Date:Tuesday, 10 May 2022  

Topic:Module 18: Cardiac  

Session Name:Cardiac Anatomy & Tissue Characterization V  

Program Number:1754  

Room Session:Exhibition Hall:S8 & S9  

Institution:IHU Lyric  University College London  INSERM  Universite Bordeaux  Centre de Résonance Magnétique des Systèmes Biologiques  

Deep subspace transfer learning for SMS image reconstruction from single-slice training: Application to CMR Multitasking

Author:Zihao Chen  Hsu-Lei Lee  Xianglun Mao  Tianle Cao  Yibin Xie  Debiao Li  Anthony Christodoulou  

Session Type:Digital Poster  

Session Date:Tuesday, 10 May 2022  

Topic:Module 18: Cardiac  

Session Name:Cardiac Anatomy & Tissue Characterization V  

Program Number:1763  

Room Session:Exhibition Hall:S8 & S9  

Institution:Cedars-Sinai Medical Center  University of California, Los Angeles  

Dictionary Generation and Matching with Conditional Invertible Neural Networks for Cardiac MR Fingerprinting

Author:Thomas Fletcher  Carlos Velasco  Gastão Cruz  Alina Schneider  René Botnar  Claudia Prieto  

Session Type:Digital Poster  

Session Date:Tuesday, 10 May 2022  

Topic:Module 18: Cardiac  

Session Name:Cardiac Anatomy & Tissue Characterization V  

Program Number:1760  

Room Session:Exhibition Hall:S8 & S9  

Institution:King's College London  

Improving U-Net based segmentation in cardiac parametrical T1 mapping by incorporating bounding box information

Author:Darian Viezzer  Thomas Hadler  Edyta Blaszczyk  Maximilian Fenski  Jan Gröschel  Steffen Lange  Jeanette Schulz-Menger  

Session Type:Digital Poster  

Session Date:Tuesday, 10 May 2022  

Topic:Module 18: Cardiac  

Session Name:Cardiac Anatomy & Tissue Characterization V  

Program Number:1766  

Room Session:Exhibition Hall:S8 & S9  

Institution:Experimental and Clinical Research Center, a joint cooperation between the Charité Universitätsmedizin Berlin and the Max-Delbrück-Center for Molecular Medicine  Hochschule Darmstadt (University of Applied Sciences)  Helios Hospital Berlin-Buch  partner s  

Late feature fusion and GAN-based augmentation for generalizable cardiac MRI segmentation

Author:Yasmina Al Khalil  Sina Amirrajab  Cristian Lorenz  Jürgen Weese  Josien Pluim  Marcel Breeuwer  

Session Type:Digital Poster  

Session Date:Tuesday, 10 May 2022  

Topic:Module 18: Cardiac  

Session Name:Cardiac Anatomy & Tissue Characterization V  

Program Number:1755  

Room Session:Exhibition Hall:S8 & S9  

Institution:Eindhoven University of Technology  Philips Research Laboratories  Philips Healthcare, MR R&D - Clinical Science  

Prospective Evaluation of Machine Learning Prescription of Cardiac MRI Planes in Children with Congenital Heart Disease

Author:Cheng Hong  Naeim Bahrami  Vipul Sheth  Shreyas Vasanawala  

Session Type:Digital Poster  

Session Date:Tuesday, 10 May 2022  

Topic:Module 18: Cardiac  

Session Name:Cardiac Anatomy & Tissue Characterization V  

Program Number:1764  

Room Session:Exhibition Hall:S8 & S9  

Institution:GE Healthcare  Stanford University  

Rapid Free-breathing 3D SPirAl Respiratory and Cardiac Self-gated (SPARCS) Cine Acquisition Using an Undersampled Stack-of-Spirals

Author:Xitong Wang  Junyu Wang  Ruixi Zhou  Michael Salerno  

Session Type:Digital Poster  

Session Date:Tuesday, 10 May 2022  

Topic:Module 18: Cardiac  

Session Name:Cardiac Anatomy & Tissue Characterization V  

Program Number:1767  

Room Session:Exhibition Hall:S8 & S9  

Institution:Beijing University of Posts and Telecommunications  Stanford University  University of Virginia  

Real-Time Spiral bSSFP Functional Cardiac MRI on a 0.55T Scanner Using a Deep Image Prior Reconstruction with GROG

Author:Jesse Hamilton  Nicole Seiberlich  

Session Type:Digital Poster  

Session Date:Tuesday, 10 May 2022  

Topic:Module 18: Cardiac  

Session Name:Cardiac Anatomy & Tissue Characterization V  

Program Number:1761  

Room Session:Exhibition Hall:S8 & S9  

Institution:University of Michigan  

Self-calibrated through-time spiral GRAPPA for real-time, free-breathing evaluation of left ventricular function

Author:Dominique Franson  James Ahad  Yuchi Liu  Alexander Fyrdahl  Nicole Seiberlich  

Session Type:Digital Poster  

Session Date:Tuesday, 10 May 2022  

Topic:Module 18: Cardiac  

Session Name:Cardiac Anatomy & Tissue Characterization V  

Program Number:1756  

Room Session:Exhibition Hall:S8 & S9  

Institution:Case Western Reserve University  University of Michigan  

sim2real: Cardiac MR image simulation-to-real translation via unsupervised GANs

Author:Sina Amirrajab  Yasmina Al Khalil  Cristian Lorenz  Jürgen Weese  Josien Pluim  Marcel Breeuwer  

Session Type:Digital Poster  

Session Date:Tuesday, 10 May 2022  

Topic:Module 18: Cardiac  

Session Name:Cardiac Anatomy & Tissue Characterization V  

Program Number:1762  

Room Session:Exhibition Hall:S8 & S9  

Institution:Eindhoven University of Technology  Philips Research Laboratories  Philips Healthcare  

Transfer Learning in Ultrahigh Field (7T) Cardiac MRI – Automatic Left Ventricular Segmentation in a Porcine Animal Model

Author:Alena Kollmann  David Lohr  Markus Ankenbrand  Maya Bille  Maxim Terekhov  Michael Hock  Ibrahim Elabyad  Theresa Reiter  Florian Schnitter  Wolfgang Bauer  Ulrich Hofmann  Laura Schreiber  

Session Type:Digital Poster  

Session Date:Tuesday, 10 May 2022  

Topic:Module 18: Cardiac  

Session Name:Cardiac Anatomy & Tissue Characterization V  

Program Number:1759  

Room Session:Exhibition Hall:S8 & S9  

Institution:Center for Computational and Theoretical Biology (CCTB), University of Wuerzburg  Comprehensive Heart Failure Center (CHFC), University Hospital Wuerzburg  Department of Internal Medicine I, University Hospital Wuerzburg  

Whole-Heart Free-Breathing 3D Cardiac Cine with Fast Respiratory Motion Compensated Reconstruction

Author:Jakob Meineke  Christophe Schülke  Kay Nehrke  Jochen Keupp  

Session Type:Digital Poster  

Session Date:Tuesday, 10 May 2022  

Topic:Module 18: Cardiac  

Session Name:Cardiac Anatomy & Tissue Characterization V  

Program Number:1757  

Room Session:Exhibition Hall:S8 & S9  

Institution:Philips Research