Accelerate Multi-Dimensional Magnetic Resonance Spectroscopy with Low Rank Tensor and Hankel Structures

Author:Jiaxi Ying  Hengfa Lu  Qingtao Wei  Jiang-Feng Cai  Di Guo  Jihui Wu  Zhong Chen  Xiaobo Qu  

Session Type:Traditional Poster  

Session Date:Monday, 24 April 2017  

Session Time:08:15  

Session:Sparse & Low-Rank Reconstruction  

Program Number:1420  

Presentation Time:

Room Number:Exhibition Hall  

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Accelerated 3D Arterial Spin Labeling Using Cartesian Acquisition with Spiral Reordering and Compressed Sensing

Author:Huajun She  Joshua Greer  Xinzeng Wang  Elena Vinogradov  Ananth Madhuranthakam  

Session Type:Traditional Poster  

Session Date:Monday, 24 April 2017  

Session Time:08:15  

Session:Sparse & Low-Rank Reconstruction  

Program Number:1414  

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Room Number:Exhibition Hall  

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Accelerated MR Diffusion Tensor Imaging Using Partial Fourier Compressed Sensing

Author:Chia-Chu Chou  Frank Ye  Cecil Yen  Behtash Babadi  Rao Gullapalli  David Leopold  Jiachen Zhuo  

Session Type:Traditional Poster  

Session Date:Monday, 24 April 2017  

Session Time:08:15  

Session:Sparse & Low-Rank Reconstruction  

Program Number:1415  

Presentation Time:

Room Number:Exhibition Hall  

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Accelerated Multicontrast Volumetric Imaging Using Compressed Sensing Parallel Imaging Reconstruction with Low Rank and Spatially Varying Edge-Preserving Constraints: In-Vivo Preclinical Validation for High-Resolution Myocardial Infarction Characterization

Author:Li Zhang  Graham Wright  

Session Type:Electronic Poster  

Session Date:Tuesday, 25 April 2017  

Session Time:08:15  

Session:Sparse & Low-Rank Reconstruction  

Program Number:3874  

Presentation Time:

Room Number:Exhibition Hall  

Computer Number:Computer 68  

Accelerating 3D Head-And-Neck MR Imaging Using Compressed Sensing with Structure-Guided Total Variation for MR-Guided Multi-Fractional Radiotherapy

Author:Yihang Zhou  Jing Yuan  Oi Lei Wong  Winky Wing Ki Fung  George Chiu  Kin Yin Cheung  Siu Ki Yu  

Session Type:Traditional Poster  

Session Date:Monday, 24 April 2017  

Session Time:08:15  

Session:Sparse & Low-Rank Reconstruction  

Program Number:1419  

Presentation Time:

Room Number:Exhibition Hall  

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Application of Iterative Reconstruction for MR Digital Subtraction Angiography: Toward Better Visualization of Small Vessels and Reduction of Gadolinium-Based Contrast Media.

Author:Yasutaka Fushimi  Tomohisa Okada  Akira Yamamoto  Tsutomu Okada  Aurelien Stalder  Christoph Forman  Michaela Schmidt  Kaori Togashi  

Session Type:Traditional Poster  

Session Date:Monday, 24 April 2017  

Session Time:08:15  

Session:Sparse & Low-Rank Reconstruction  

Program Number:1417  

Presentation Time:

Room Number:Exhibition Hall  

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Assessing a Radial Multi-Spin-Echo Sequence for Robustness to Motion Artefacts in Quantitative NMR Imaging

Author:Bertrand Coppa  Benjamin Marty  Pierre-Yves Baudin  Noura Azzabou  Pierre Carlier  

Session Type:Traditional Poster  

Session Date:Monday, 24 April 2017  

Session Time:08:15  

Session:Sparse & Low-Rank Reconstruction  

Program Number:1429  

Presentation Time:

Room Number:Exhibition Hall  

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Beyond Low-Rank and Sparsity: A Manifold Driven Framework for Highly Accelerated Dynamic Magnetic Resonance Imaging

Author:Ukash Nakarmi  Konstantinos Slavakis  Jingyuan Lyu  Chaoyi Zhang  Leslie Ying  

Session Type:Traditional Poster  

Session Date:Monday, 24 April 2017  

Session Time:08:15  

Session:Sparse & Low-Rank Reconstruction  

Program Number:1416  

Presentation Time:

Room Number:Exhibition Hall  

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Cardio-Respiratory Motion Estimation for Compressed Sensing Reconstruction of Free-Breathing 2D Cine Mri

Author:Javier Royuela-del-Val  Muhammad Usman  Lucilio Cordero-Grande  Federico Simmross-Wattenberg  Marcos Martin-Fernandez  Claudia Prieto  Carlos Alberola-López  

Session Type:Electronic Poster  

Session Date:Tuesday, 25 April 2017  

Session Time:08:15  

Session:Sparse & Low-Rank Reconstruction  

Program Number:3868  

Presentation Time:

Room Number:Exhibition Hall  

Computer Number:Computer 62  

Comparison of Compressed Sensing Accelerated TOF MRA of the Neck with Conventional TOF MRA and Ultrasound in Clinical Cases

Author:Takayuki Yamamoto  Tomohisa Okada  Yasutaka Fushimi  Koji FUJIMOTO  Akira Yamamoto  Peter SPEIER  Michaela Schmidt  Yutaka Natsuaki  Kaori Togashi  

Session Type:Electronic Poster  

Session Date:Tuesday, 25 April 2017  

Session Time:08:15  

Session:Sparse & Low-Rank Reconstruction  

Program Number:3856  

Presentation Time:

Room Number:Exhibition Hall  

Computer Number:Computer 50  

Compressed Sensing 3D GRASE with Group-Sparse Reconstruction for Brain Myelin Water Imaging

Author:Henry Chen  Emil Ljungberg  Alex MacKay  Piotr Kozlowski  

Session Type:Electronic Poster  

Session Date:Tuesday, 25 April 2017  

Session Time:08:15  

Session:Sparse & Low-Rank Reconstruction  

Program Number:3861  

Presentation Time:

Room Number:Exhibition Hall  

Computer Number:Computer 55  

Compressed Sensing MRI Using Bunched Phase Encoding

Author:Jingxin Zhang  Kazi Islam  Kai Zhu  

Session Type:Traditional Poster  

Session Date:Monday, 24 April 2017  

Session Time:08:15  

Session:Sparse & Low-Rank Reconstruction  

Program Number:1411  

Presentation Time:

Room Number:Exhibition Hall  

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Compressive T2 Mapping with Non-Local Clustering and Subspace Constraints

Author:Sagar Mandava  Mahesh Keerthivasan  Maria Altbach  Ali Bilgin  

Session Type:Electronic Poster  

Session Date:Tuesday, 25 April 2017  

Session Time:08:15  

Session:Sparse & Low-Rank Reconstruction  

Program Number:3863  

Presentation Time:

Room Number:Exhibition Hall  

Computer Number:Computer 57  

Continuous Domain Compressed Sensing (CD-CS): Application to Accelerated Dynamic MRI

Author:Arvind Balachandrasekaran  Greg Ongie  Mathews Jacob  

Session Type:Traditional Poster  

Session Date:Monday, 24 April 2017  

Session Time:08:15  

Session:Sparse & Low-Rank Reconstruction  

Program Number:1407  

Presentation Time:

Room Number:Exhibition Hall  

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Evaluation of Image Quality of Compressed Sensing MRI with Natural Image Quality Evaluator

Author:Thai Akasaka  Koji FUJIMOTO  Tomohisa Okada  Yasutaka Fushimi  Akira Yamamoto  Takayuki Yamamoto  Toshiyuki Tanaka  Masayuki Ohzeki  Kaori Togashi  

Session Type:Electronic Poster  

Session Date:Tuesday, 25 April 2017  

Session Time:08:15  

Session:Sparse & Low-Rank Reconstruction  

Program Number:3872  

Presentation Time:

Room Number:Exhibition Hall  

Computer Number:Computer 66  

Fast 4D MRI Reconstruction Analytics Using Low-Rank Tensor Imputation

Author:Morteza Mardani  Joseph Cheng  John Pauly  Lei Xing  

Session Type:Electronic Poster  

Session Date:Tuesday, 25 April 2017  

Session Time:08:15  

Session:Sparse & Low-Rank Reconstruction  

Program Number:3862  

Presentation Time:

Room Number:Exhibition Hall  

Computer Number:Computer 56  

Flexible Convex Optimization with Non-Smooth Regularizations for Accelerated MRI Reconstructions

Author:Renjie He  Ruobing He  Guobing Li  Nan Liu  Renkuan Zhai  Ding Yu  Qi Liu  Jian Xu  Weiguo Zhang  

Session Type:Traditional Poster  

Session Date:Monday, 24 April 2017  

Session Time:08:15  

Session:Sparse & Low-Rank Reconstruction  

Program Number:1427  

Presentation Time:

Room Number:Exhibition Hall  

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Flexible Prospective Compressed Sensing Acceleration of Prostate DCE-MRI with Quantized CIRCUS

Author:James Rioux  Nathan Murtha  Allister Mason  Chris Bowen  Sharon Clarke  Steven Beyea  

Session Type:Traditional Poster  

Session Date:Monday, 24 April 2017  

Session Time:08:15  

Session:Sparse & Low-Rank Reconstruction  

Program Number:1426  

Presentation Time:

Room Number:Exhibition Hall  

Computer Number:

Free-Breathing and Ungated Cardiac Imaging Using Calibrationless Manifold Smoothness Regularization

Author:Sunrita Poddar  Xiaoming Bi  Dingxin Wang  Mathews Jacob  

Session Type:Electronic Poster  

Session Date:Tuesday, 25 April 2017  

Session Time:08:15  

Session:Sparse & Low-Rank Reconstruction  

Program Number:3865  

Presentation Time:

Room Number:Exhibition Hall  

Computer Number:Computer 59  

GenSeT: Reconstruction of K-Space Under-Sampled DCE-MRI Data Using High-Order Generalized Series and Temporal Constraint

Author:Hien Nguyen  Yuan Le  Wei Huang  

Session Type:Electronic Poster  

Session Date:Tuesday, 25 April 2017  

Session Time:08:15  

Session:Sparse & Low-Rank Reconstruction  

Program Number:3878  

Presentation Time:

Room Number:Exhibition Hall  

Computer Number:Computer 72  

High Frame Rate Vocal Tract MRI Using Compressed Sensing on Randomly Sampled Cartesian Spoiled Fast Gradient Echo

Author:Pierre-André Vuissoz  Benjamin Elie  Freddy Odille  Yves Laprie  

Session Type:Electronic Poster  

Session Date:Tuesday, 25 April 2017  

Session Time:08:15  

Session:Sparse & Low-Rank Reconstruction  

Program Number:3857  

Presentation Time:

Room Number:Exhibition Hall  

Computer Number:Computer 51  

High Resolution 3D MRI Reconstruction Using 3DMDTV Regularization

Author:Yue Hu  Xin Lu  Kuangshi Zhao  Mathews Jacob  

Session Type:Traditional Poster  

Session Date:Monday, 24 April 2017  

Session Time:08:15  

Session:Sparse & Low-Rank Reconstruction  

Program Number:1413  

Presentation Time:

Room Number:Exhibition Hall  

Computer Number:

Highly Accelerated Quantitative MRI with ICTGV Regularized Reconstruction

Author:Matthias Schloegl  Martin Holler  Oliver Maier  Thomas Benkert  Kristian Bredies  Kai Tobias Block  Rudolf Stollberger  

Session Type:Electronic Poster  

Session Date:Tuesday, 25 April 2017  

Session Time:08:15  

Session:Sparse & Low-Rank Reconstruction  

Program Number:3873  

Presentation Time:

Room Number:Exhibition Hall  

Computer Number:Computer 67  

Image Quality Impact of Randomized Sampling Trajectories: Implications for Compressed Sensing

Author:Melissa Jones  Richard Frayne  Robert Lebel  

Session Type:Traditional Poster  

Session Date:Monday, 24 April 2017  

Session Time:08:15  

Session:Sparse & Low-Rank Reconstruction  

Program Number:1424  

Presentation Time:

Room Number:Exhibition Hall  

Computer Number:

Improved Accelerated Model-Based Parameter Quantification with Total-Generalized-Variation Regularization.

Author:Oliver Maier  Matthias Schloegl  Andreas Lesch  Andreas Petrovic  Martin Holler  Kristian Bredies  Thomas Pock  Rudolf Stollberger  

Session Type:Electronic Poster  

Session Date:Tuesday, 25 April 2017  

Session Time:08:15  

Session:Sparse & Low-Rank Reconstruction  

Program Number:3855  

Presentation Time:

Room Number:Exhibition Hall  

Computer Number:Computer 49  

Joint Reconstruction of Multi-Contrast Images: Compressive Sensing Reconstruction Using Both Joint and Individual Regularization Functions

Author:Emre Kopanoglu  Alper Gungor  Toygan Kilic  Emine Saritas  Tolga Cukur  H. Guven  

Session Type:Electronic Poster  

Session Date:Tuesday, 25 April 2017  

Session Time:08:15  

Session:Sparse & Low-Rank Reconstruction  

Program Number:3875  

Presentation Time:

Room Number:Exhibition Hall  

Computer Number:Computer 69  

Low Rank Alternating Direction Method of Multipliers Reconstruction for MR Fingerprinting

Author:Jakob Assländer  Martijn Cloos  Florian Knoll  Daniel Sodickson  Jürgen Hennig  Riccardo Lattanzi  

Session Type:Electronic Poster  

Session Date:Tuesday, 25 April 2017  

Session Time:08:15  

Session:Sparse & Low-Rank Reconstruction  

Program Number:3859  

Presentation Time:

Room Number:Exhibition Hall  

Computer Number:Computer 53  

A Low Rank Hankel Matrix Reconstruction Approach to Recover Hybrid Time and Frequency Data in Non-Uniformly Sampled Magnetic Resonance Spectroscopy

Author:Hengfa Lu  Xinlin Zhang  Tianyu Qiu  Jian Yang  Di Guo  Zhong Chen  Xiaobo Qu  

Session Type:Traditional Poster  

Session Date:Monday, 24 April 2017  

Session Time:08:15  

Session:Sparse & Low-Rank Reconstruction  

Program Number:1418  

Presentation Time:

Room Number:Exhibition Hall  

Computer Number:

Multi-Compartment MR Fingerprinting Via Reweighted-L1-Norm Regularization

Author:Sunli Tang  Jakob Asslaender  Lee Tannenbaum  Riccardo Lattanzi  Martijn Cloos  Florian Knoll  Carlos Fernandez-Granda  

Session Type:Electronic Poster  

Session Date:Tuesday, 25 April 2017  

Session Time:08:15  

Session:Sparse & Low-Rank Reconstruction  

Program Number:3860  

Presentation Time:

Room Number:Exhibition Hall  

Computer Number:Computer 54  

Multi-Contrast Image Guided Graph Representation and Its Application in Compressed Sensing MRI Reconstruction

Author:Zongying Lai  Xiaobo Qu  Jiaxi Ying  Hengfa Lu  Zhifang Zhan  Di Guo  Zhong Chen  

Session Type:Traditional Poster  

Session Date:Monday, 24 April 2017  

Session Time:08:15  

Session:Sparse & Low-Rank Reconstruction  

Program Number:1423  

Presentation Time:

Room Number:Exhibition Hall  

Computer Number:

Novel Annihilation Filter Framework for Accelerated Parameter Mapping

Author:Arvind Balachandrasekaran  Mathews Jacob  

Session Type:Traditional Poster  

Session Date:Monday, 24 April 2017  

Session Time:08:15  

Session:Sparse & Low-Rank Reconstruction  

Program Number:1408  

Presentation Time:

Room Number:Exhibition Hall  

Computer Number:

A Novel Compressed Sensing Inspired Approach for Flow Reconstruction

Author:Felipe Cortés  Carlos Sing-Long  Sergio Uribe  

Session Type:Traditional Poster  

Session Date:Monday, 24 April 2017  

Session Time:08:15  

Session:Sparse & Low-Rank Reconstruction  

Program Number:1421  

Presentation Time:

Room Number:Exhibition Hall  

Computer Number:

A Novel Hybrid Total Variation Minimization Method to MRI Reconstruction from Highly Undersampled Data

Author:Hongyu Li  Yong Wang  Dong Liang  Leslie Ying  

Session Type:Traditional Poster  

Session Date:Monday, 24 April 2017  

Session Time:08:15  

Session:Sparse & Low-Rank Reconstruction  

Program Number:1412  

Presentation Time:

Room Number:Exhibition Hall  

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OEDIPUS: Towards Optimal Deterministic K-Space Sampling for Sparsity-Constrained MRI

Author:Justin Haldar  Daeun Kim  

Session Type:Electronic Poster  

Session Date:Tuesday, 25 April 2017  

Session Time:08:15  

Session:Sparse & Low-Rank Reconstruction  

Program Number:3877  

Presentation Time:

Room Number:Exhibition Hall  

Computer Number:Computer 71  

Optimization of Reconstruction Parameters of Compressed Sensing STIR SEMAC for Metal Artifact Reduction MRI of Hip, Knee and Ankle Arthroplasty Implants: How Many Iterations and How Much Regularization Is Needed?

Author:Gaurav Thawait  Dharmdev Joshi  Esther Raithel  Mathias Nittka  Wesley Gilson  Jan Fritz  

Session Type:Traditional Poster  

Session Date:Monday, 24 April 2017  

Session Time:08:15  

Session:Sparse & Low-Rank Reconstruction  

Program Number:1425  

Presentation Time:

Room Number:Exhibition Hall  

Computer Number:

Parallel Imaging Reconstruction with Compressed Sensing Calibration for Real-Time Neonatal Chest MRI

Author:Yu Li  

Session Type:Electronic Poster  

Session Date:Tuesday, 25 April 2017  

Session Time:08:15  

Session:Sparse & Low-Rank Reconstruction  

Program Number:3870  

Presentation Time:

Room Number:Exhibition Hall  

Computer Number:Computer 64  

Quantitative Evaluation of Temporal Sparse Regularizers for Compressed Sensing Breast DCE-MRI

Author:Dong Wang  Lori Arlinghaus  Thomas Yankeelov  David Smith  

Session Type:Traditional Poster  

Session Date:Monday, 24 April 2017  

Session Time:08:15  

Session:Sparse & Low-Rank Reconstruction  

Program Number:1428  

Presentation Time:

Room Number:Exhibition Hall  

Computer Number:

Quantitative Susceptibility Map Reconstruction from MR Phase Data Using Morphology-Adaptive Total Variation

Author:Li Guo  Yihao Guo  Yingjie Mei  Jijing Guan  Wufan Chen  Yanqiu Feng  

Session Type:Traditional Poster  

Session Date:Monday, 24 April 2017  

Session Time:08:15  

Session:Sparse & Low-Rank Reconstruction  

Program Number:1422  

Presentation Time:

Room Number:Exhibition Hall  

Computer Number:

Real-Time Dynamic Image Reconstruction Using Compressed Sensing and Principal Component Analysis (CS-PCA)

Author:Bryson Dietz  Eugene Yip  Jihyun Yun  Gino Fallone  Keith Wachowicz  

Session Type:Electronic Poster  

Session Date:Tuesday, 25 April 2017  

Session Time:08:15  

Session:Sparse & Low-Rank Reconstruction  

Program Number:3871  

Presentation Time:

Room Number:Exhibition Hall  

Computer Number:Computer 65  

Respiratory Motion-Field Reconstruction Using Low-Rank Plus Sparse (L+S) Approach for Dynamic MRI of the Lungs

Author:Matthew Muckley  Li Feng  Hersh Chandarana  Daniel Sodickson  Ricardo Otazo  

Session Type:Electronic Poster  

Session Date:Tuesday, 25 April 2017  

Session Time:08:15  

Session:Sparse & Low-Rank Reconstruction  

Program Number:3864  

Presentation Time:

Room Number:Exhibition Hall  

Computer Number:Computer 58  

Robust GRASP: A Novel Approach Using the Huber Norm in Projection Space for Robust Data Consistency in Undersampled Radial MRI

Author:Marcelo Zibetti  Rebecca Ramb  Li Feng  Ricardo Otazo  Leon Axel  Gabor Herman  

Session Type:Electronic Poster  

Session Date:Tuesday, 25 April 2017  

Session Time:08:15  

Session:Sparse & Low-Rank Reconstruction  

Program Number:3869  

Presentation Time:

Room Number:Exhibition Hall  

Computer Number:Computer 63  

Self-Calibrated Non-Cartesian Multi-Shot Diffusion Imaging

Author:Merry Mani  Arnaud Guidon  Baolian Yang  Vincent Magnotta  Mathews Jacob  

Session Type:Electronic Poster  

Session Date:Tuesday, 25 April 2017  

Session Time:08:15  

Session:Sparse & Low-Rank Reconstruction  

Program Number:3858  

Presentation Time:

Room Number:Exhibition Hall  

Computer Number:Computer 52  

Self-Calibrating Multi-Coil Phase Combination Using the Localized Singular Value Decomposition

Author:Jong Bum Son  

Session Type:Electronic Poster  

Session Date:Tuesday, 25 April 2017  

Session Time:08:15  

Session:Sparse & Low-Rank Reconstruction  

Program Number:3876  

Presentation Time:

Room Number:Exhibition Hall  

Computer Number:Computer 70  

Study on Regularization Paremeter Tuning in Compressed Sensing Using No-Reference Image Quality Assessment

Author:Kihun Bang  Jinseong Jang  Dosik Hwang  

Session Type:Traditional Poster  

Session Date:Monday, 24 April 2017  

Session Time:08:15  

Session:Sparse & Low-Rank Reconstruction  

Program Number:1410  

Presentation Time:

Room Number:Exhibition Hall  

Computer Number:

Task-Based Optimization of Regularization in Highly Accelerated Speech RT-MRI

Author:Jieshen Chen  Sajan Goud Lingala  Yongwan Lim  Asterios Toutios  Shrikanth Narayanan  Krishna Nayak  

Session Type:Traditional Poster  

Session Date:Monday, 24 April 2017  

Session Time:08:15  

Session:Sparse & Low-Rank Reconstruction  

Program Number:1409  

Presentation Time:

Room Number:Exhibition Hall  

Computer Number:

Total Generalized Variation as a Temporal Regularizer in Compressed Sensing MRI

Author:Karthik Rao Aroor  Steven Kecskemeti  Andrew Alexander  

Session Type:Electronic Poster  

Session Date:Tuesday, 25 April 2017  

Session Time:08:15  

Session:Sparse & Low-Rank Reconstruction  

Program Number:3867  

Presentation Time:

Room Number:Exhibition Hall  

Computer Number:Computer 61  

True Temporal Resolution TWIST Imaging Using Annihilating Filter-Based Low-Rank Wrap Around Hankel Matrix

Author:Eun Ju Cha  Kyong Hwan Jin  Eung Yeop Kim  Jong Chul Ye  

Session Type:Electronic Poster  

Session Date:Tuesday, 25 April 2017  

Session Time:08:15  

Session:Sparse & Low-Rank Reconstruction  

Program Number:3866  

Presentation Time:

Room Number:Exhibition Hall  

Computer Number:Computer 60