Application of Deep Learning Reconstruction for Denoising of Compressed Sensing non-contrast coronary MRA images to achieve improved Diagnostic Confidence.

Automated Image Quality Assessment in 5D Whole-Heart MRI Aimed at Guiding Readers of High-Dimensional Dynamic Imaging

Automatic Analysis of Multicycle Real-time MRI for the Assessment of Variable Cardiac Function based on Multi-orientation U-net Segmentation

Automatic Cardiac Resting Phase Detection for Static Cardiac Imaging Using Deep Neural Networks

Cardiac short-axis slice range classification via transfer learning: Evaluation of seven popular deep CNNs

Author:Namgyu Ho  Yoon-Chul Kim  Yeon Hyeon Choe  

Institution:Samsung Medical Center, Sungkyunkwan Univ.  Sogang University  

Session Type:Digital Poster  

Session Date:Monday, 13 May 2019  

Session Time:17:00  

Session Name:Cardiovascular Image Processing & Reconstruction  

Program Number:2133  

Presentation Time:17:00   

Room Number:Exhibition Hall  

Computer Number:Computer 9  

Carotid plaque composition segmentation in multi-contrast MRI with U-net

Author:Yin Guo  Jifan Li  Dingkun Liu  JIachen Ji  Shuo Chen  Xihai Zhao  Dongxiang Xu  Chun Yuan  Rui Li  

Institution:Tsinghua University  Tsinghua University  University of Washington  Yale University  

Session Type:Digital Poster  

Session Date:Monday, 13 May 2019  

Session Time:17:00  

Session Name:Cardiovascular Image Processing & Reconstruction  

Program Number:2145  

Presentation Time:17:00   

Room Number:Exhibition Hall  

Computer Number:Computer 21  

Deep Learning for Radial SMS Myocardial Perfusion Reconstruction

Author:Johnathan Le  Ye Tian  Jason Mendes  Brent Wilson  Edward DiBella  Ganesh Adluru  

Institution:University of Utah  

Session Type:Digital Poster  

Session Date:Monday, 13 May 2019  

Session Time:17:00  

Session Name:Cardiovascular Image Processing & Reconstruction  

Program Number:2147  

Presentation Time:17:00   

Room Number:Exhibition Hall  

Computer Number:Computer 23  

Evaluation of Cumulative Perimetric Ratio as Quantitative Index for Degree of Left Ventricular Myocardial Trabeculations in Adolescents and Young Adults: Potential Biomarker for Left Ventricular Non-compaction

Author:Amol Pednekar  Siddharth Jadhav  Cory Noel  Prakash Masand  

Institution:Texas Children's Hospital  

Session Type:Digital Poster  

Session Date:Monday, 13 May 2019  

Session Time:17:00  

Session Name:Cardiovascular Image Processing & Reconstruction  

Program Number:2138  

Presentation Time:17:00   

Room Number:Exhibition Hall  

Computer Number:Computer 14  

Fast and Robust T1-mapping using Convolutional Neural Networks

Author:Haris Jeelani  Yang Yang  Roshin Mathew  Michael Salerno  Daniel Weller  

Institution:University of Virginia  

Session Type:Digital Poster  

Session Date:Monday, 13 May 2019  

Session Time:17:00  

Session Name:Cardiovascular Image Processing & Reconstruction  

Program Number:2134  

Presentation Time:17:00   

Room Number:Exhibition Hall  

Computer Number:Computer 10  

Free-Breathing, Self-Navigated and Dynamic 3-D Multi-Contrast Cardiac CINE Imaging Using Cartesian Sampling and Compressed Sensing

Fully Automated Cardiac Bounding Box Detection for Localized Higher-Order Shimming Using Deep Learning

Fully automatic segmentation of cine cardiac MR images based on deep learning: an open-source toolbox with a failure alarm mechanism

Author:Zheng-Sheng Lin  Teng-Yi Huang  

Institution:National Taiwan University of Science and Technology  

Session Type:Digital Poster  

Session Date:Monday, 13 May 2019  

Session Time:17:00  

Session Name:Cardiovascular Image Processing & Reconstruction  

Program Number:2139  

Presentation Time:17:00   

Room Number:Exhibition Hall  

Computer Number:Computer 15  

Highly accelerated cardiac imaging using a high-density 72 channel local receiver array at 3 Tesla

High-Resolution Dynamic Myocardial T1 Mapping Using Low Rank Tensor Regularization Methods

Author:Burhaneddin Yaman  Sebastian Weingärtner  Steen Moeller  Nikolaos Kargas  Nicholas Sidiropoulos  Mehmet Akçakaya  

Institution:University of Minnesota  University of Minnesota  University of Virginia  Heidelberg University  

Session Type:Digital Poster  

Session Date:Monday, 13 May 2019  

Session Time:17:00  

Session Name:Cardiovascular Image Processing & Reconstruction  

Program Number:2137  

Presentation Time:17:00   

Room Number:Exhibition Hall  

Computer Number:Computer 13  

Inline Myocardial Perfusion flow mapping and Analysis: Powered by Gadgetron Inline AI

Author:Hui Xue  Ethan Tseng  Marianna Fontana  James Moon  Peter Kellman  

Institution:Barts Heart Centre  National Institutes of Health  RoyalFree Hospital  

Session Type:Digital Poster  

Session Date:Monday, 13 May 2019  

Session Time:17:00  

Session Name:Cardiovascular Image Processing & Reconstruction  

Program Number:2148  

Presentation Time:17:00   

Room Number:Exhibition Hall  

Computer Number:Computer 24  

Left-atrial global longitudinal strain as an imaging biomarker of cardiac amyloidosis

Author:Jadranka Stojanovska  Behnaz Khazai  Mason Runge  Maryam Ghadimi  Anil Attili  Thomas Chenevert  El-Sayed Ibrahim  

Institution:Medical College of Wisconsin  University of Michigan  

Session Type:Digital Poster  

Session Date:Monday, 13 May 2019  

Session Time:17:00  

Session Name:Cardiovascular Image Processing & Reconstruction  

Program Number:2130  

Presentation Time:17:00   

Room Number:Exhibition Hall  

Computer Number:Computer 6  

MRI-Derived Virtual Fractional Flow Reserve (vFFR): Preliminary Results

Author:Jackson Hair  John Oshinski  

Institution:Emory University  Georgia Tech and Emory University  

Session Type:Digital Poster  

Session Date:Monday, 13 May 2019  

Session Time:17:00  

Session Name:Cardiovascular Image Processing & Reconstruction  

Program Number:2143  

Presentation Time:17:00   

Room Number:Exhibition Hall  

Computer Number:Computer 19  

Multi-Band SPIRiT Strategies for Improved Simultaneous Multi-slice Myocardial $$$T_1$$$ Mapping

Author:Omer Demirel  Sebastian Weingärtner  Steen Moeller  Mehmet Akçakaya  

Institution:University of Minnesota  Heidelberg University  

Session Type:Digital Poster  

Session Date:Monday, 13 May 2019  

Session Time:17:00  

Session Name:Cardiovascular Image Processing & Reconstruction  

Program Number:2126  

Presentation Time:17:00   

Room Number:Exhibition Hall  

Computer Number:Computer 2  

Myocardial permeability mapping analysis framework with an optimized Residual Complexity based registration

Self-Navigated, Free-Breathing 3D Left Atrial Late Gadolinium Enhancement MRI with Stack-of-Stars k-space Sampling and GRASP Reconstruction: A Preliminary Study for Quantification of Atrial Fibrosis

Author:Suvai Gunasekaran  Hassan Haji-Valizadeh  Rod Passman  Daniel Lee  Daniel Kim  

Institution:Northwestern University  

Session Type:Digital Poster  

Session Date:Monday, 13 May 2019  

Session Time:17:00  

Session Name:Cardiovascular Image Processing & Reconstruction  

Program Number:2149  

Presentation Time:17:00   

Room Number:Exhibition Hall  

Computer Number:Computer 25  

Transfer Learning Based Automated Myocardial T2 and Extracellular Volume Quantification

Usefulness of Left Ventricular Flow Component Analysis in Patients with Bicuspid Aortic Valve Disease Insufficiency

Author:Julio Garcia  Alireza Sojoudi  An Le  Michael Bristow  Carmen Lydell  Andrew Howarth  Paul Fedak  James White  

Institution:Circle Cardiovascular Imaging Inc.  University of Calgary  

Session Type:Digital Poster  

Session Date:Monday, 13 May 2019  

Session Time:17:00  

Session Name:Cardiovascular Image Processing & Reconstruction  

Program Number:2144  

Presentation Time:17:00   

Room Number:Exhibition Hall  

Computer Number:Computer 20  

View-independent cardiac MRI segmentation with rotation-based training and testing augmentation using a dilated convolutional neural network

Author:Xue Feng  Chirstopher Kramer  Craig Meyer  

Institution:University of Virginia  

Session Type:Digital Poster  

Session Date:Monday, 13 May 2019  

Session Time:17:00  

Session Name:Cardiovascular Image Processing & Reconstruction  

Program Number:2140  

Presentation Time:17:00   

Room Number:Exhibition Hall  

Computer Number:Computer 16