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Deconvolution of multi-echo functional MRI data with Multivariate Multi-Echo Sparse Paradigm Free Mapping

Decoupling circuit design for multi-nuclear RF coil

Author:Seunghoon Ha  Adam Morris  Jay Berres  Jonathan Nass  

Institution:Philips Healthcare  Philips Healthcare  

Session Type:Digital Poster  

Session Date:Monday, 13 May 2019  

Session Time:09:15  

Session Name:Engineering Safety, Applications & Computation  

Program Number:1453  

Presentation Time:09:15   

Room Number:Exhibition Hall  

Computer Number:Computer 20  

Decreased Brain Temperature in Former NFL Athletes

Deep convolutional neural networks for brain lesion segmentation in multiple sclerosis using clinical MRI scans

Author:Sunny Nagam  Glen Pridham  Yunyan Zhang  

Institution:University of Calgary  

Session Type:Digital Poster  

Session Date:Thursday, 16 May 2019  

Session Time:13:45  

Session Name:Segmentation 1  

Program Number:4739  

Presentation Time:13:45   

Room Number:Exhibition Hall  

Computer Number:Computer 21  

Deep learning 3D white matter fiber orientation from 2D histology: pulling 3D rabbits out of 2D hats

Deep learning 3D white matter fiber orientation from 2D histology: pulling 3D rabbits out of 2D hats

Deep Learning Based Adaptive Noise Reduction in Multi-Contrast MR Images

Author:Kensuke Shinoda  Kenzo Isogawa  Masahito Nambu  Yuichi Yamashita  Mika Kitajima  Hiroyuki Uetani  Yasuyuki Yamashita  

Institution:Canon Medical Systems Corporation  Kumamoto University  Toshiba Corporation  

Session Type:Digital Poster  

Session Date:Thursday, 16 May 2019  

Session Time:09:15  

Session Name:Machine Learning for Image Reconstruction: Breakthroughs  

Program Number:4701  

Presentation Time:09:15   

Room Number:Exhibition Hall  

Computer Number:Computer 158  

Deep Learning based motion artifact correction improves the quality of cortical reconstructions

Author:Ben Duffy  Lu Zhao  Arthur Toga  Hosung Kim  

Institution:University of Southern California  

Session Type:Digital Poster  

Session Date:Thursday, 16 May 2019  

Session Time:08:15  

Session Name:Motion Correction: Brain  

Program Number:4426  

Presentation Time:08:15   

Room Number:Exhibition Hall  

Computer Number:Computer 53  

Deep learning based motion estimation from highly under-sampled EPI volumetric navigators

Author:Mykhailo Hasiuk  Kamlesh Pawar  Shenjun Zhong  Richard McIntyre  Zhaolin Chen  Gary Egan  

Institution:Monash University  Vasyl Stefanyk Precarpathian National University  

Session Type:Digital Poster  

Session Date:Thursday, 16 May 2019  

Session Time:08:15  

Session Name:Motion Correction: Brain  

Program Number:4448  

Presentation Time:08:15   

Room Number:Exhibition Hall  

Computer Number:Computer 75  

Deep Learning based MR Electrical Properties Tomography

Author:Stefano Mandija  Ettore Meliadò  Niek Huttinga  Peter Luijten  Cornelis van den Berg  

Institution:University Medical Center Utrecht  Utrecht University  

Session Type:Oral  

Session Date:Monday, 13 May 2019  

Session Time:16:00  

Session Name:QSM & ETM  

Program Number:0326  

Presentation Time:17:48   

Room Number:Room 710B  

Computer Number:

Deep Learning Based Needle Localization on Real-Time MR Images of Patients Acquired During MR-guided Percutaneous Interventions

Author:Jonathan Weine  Elodie Breton  Julien Garnon  Afshin Gangi  Florian Maier  

Institution:ICube UMR7357, University of Strasbourg, CNRS, FMTS  Imagerie Interventionnelle, Hôpitaux Universitaires de Strasbourg  Siemens Healthcare  Siemens Healthcare  TU Dortmund  

Session Type:Oral  

Session Date:Wednesday, 15 May 2019  

Session Time:15:45  

Session Name:MR-Guided Intervention  

Program Number:0973  

Presentation Time:17:09   

Room Number:Room 513D-F  

Computer Number:

Deep Learning based Velocity Aliasing Correction for 4D Flow MRI

Author:Haben Berhane  Hassan Haji-Valizadeh  Joshua Robinson  Michael Markl  Cynthia Rigsby  

Institution:Lurie Childrens Hospital of Chicago  Northwestern University  

Session Type:Digital Poster  

Session Date:Thursday, 16 May 2019  

Session Time:13:45  

Session Name:Machine Learning for Image Enhancement, Quality Assessment & Synthetic Image Generation  

Program Number:4860  

Presentation Time:13:45   

Room Number:Exhibition Hall  

Computer Number:Computer 142  

Deep learning brain conductivity mapping using a patch-based 3D U-net

Author:Nils Hampe  Ulrich Katscher  Cornelius van den Berg  Khin Tha  Stefano Mandija  

Institution:Hokkaido University Hospital  Philips Research Laboratories  University Medical Center Utrecht  University of Lubeck  Utrecht University  

Session Type:Digital Poster  

Session Date:Thursday, 16 May 2019  

Session Time:14:45  

Session Name:Electromagnetic Tissue Mapping  

Program Number:5045  

Presentation Time:14:45   

Room Number:Exhibition Hall  

Computer Number:Computer 152  

Deep Learning for Magnetic Resonance Fingerprinting: Data Augmentation with Phase Encoding and SVD Preprocessing for Accurate Parameter Reconstruction of FISP Data.

Deep Learning for Magnetic Resonance Fingerprinting: Data Augmentation with Phase Encoding and SVD Preprocessing for Accurate Parameter Reconstruction of FISP Data.

Deep Learning for Medical Imaging / MRI

Author:Jayashree Kalpathy-Cramer  

Institution:MGH/Harvard Medical School  

Session Type:Member-Initiated Symposium  

Session Date:Wednesday, 15 May 2019  

Session Time:15:45  

Session Name:Deep Learning for Mapping of Electromagnetic Tissue Properties  

Program Number:

Presentation Time:15:45   

Room Number:Room 513A-C  

Computer Number:

    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  

    Deep Learning for solving ill-posed problems in Quantitative Susceptibility Mapping – What can possibly go wrong?

    Author:Pia Høy  Kristine Sørensen  Lasse Østergaard  Kieran O'Brien  Markus Barth  Steffen Bollmann  

    Institution:Aalborg University  The University of Queensland  Siemens  

    Session Type:Oral  

    Session Date:Monday, 13 May 2019  

    Session Time:16:00  

    Session Name:QSM & ETM  

    Program Number:0321  

    Presentation Time:16:48   

    Room Number:Room 710B  

    Computer Number:

    Deep Learning Infrastructure for Fast Magnetic Resonance Imaging Annotation of Hepatocellular Carcinoma

    Author:Brett Marinelli  Trevor Ellison  Kaustubh Kulkarni  Dudley Charles  Bachir Taouli  Anthony Costa  Edward Kim  

    Institution:Mount Sinai  

    Session Type:Digital Poster  

    Session Date:Monday, 13 May 2019  

    Session Time:14:45  

    Session Name:What Are We, Chopped Liver?  

    Program Number:1790  

    Presentation Time:14:45   

    Room Number:Exhibition Hall  

    Computer Number:Computer 13  

    Deep Learning Model for Liver MRI Segmentation

    Author:Amber Mittendorf  Lawrence Ngo  Erol Bozdogan  Mohammad Chaudhry  Steven Chen  Gemini Janas  Jacob Johnson  Zhe Zhu  Maciej Mazurowski  Mustafa Bashir  

    Institution:Duke University Medical Center  University of Wisconsin  

    Session Type:Digital Poster  

    Session Date:Monday, 13 May 2019  

    Session Time:13:45  

    Session Name:AI & Radiomics in Body MRI  

    Program Number:1725  

    Presentation Time:13:45   

    Room Number:Exhibition Hall  

    Computer Number:Computer 120  

    Deep learning motion compensation for Cartesian and spiral trajectories

    Author:Quan Dou  Xue Feng  Zhixing Wang  Daniel Weller  Craig Meyer  

    Institution:University of Virginia  

    Session Type:Digital Poster  

    Session Date:Thursday, 16 May 2019  

    Session Time:08:15  

    Session Name:Motion Correction: Brain  

    Program Number:4447  

    Presentation Time:08:15   

    Room Number:Exhibition Hall  

    Computer Number:Computer 74  

    Deep Learning off-resonance correction for faster free-breathing contrast-enhanced conical ultrashort echo time (UTE) MRI of the pelvis

    Author:Signy Holmes  David Zeng  Joseph Cheng  Marcus Alley  Michael Carl  Dwight Nishimura  Preeti Sukerkar  Vipul Sheth  Ryan Brunsing  Shreyas Vasanawala  

    Institution:Ge Healthcare  GE Healthcare  Stanford University  

    Session Type:Digital Poster  

    Session Date:Monday, 13 May 2019  

    Session Time:13:45  

    Session Name:AI & Radiomics in Body MRI  

    Program Number:1719  

    Presentation Time:13:45   

    Room Number:Exhibition Hall  

    Computer Number:Computer 114  

    Deep Learning Pipeline for Automated Identification of Osteoarthritic Degenerative Changes in the Hip

    Author:Eugene Ozhinsky  Radhika Tibrewala  Rutwik Shah  Sarah Foreman  Valentina Pedoia  Sharmila Majumdar  

    Institution:University of California San Francisco  University of California San Francisco  

    Session Type:Power Pitch  

    Session Date:Monday, 13 May 2019  

    Session Time:13:45  

    Session Name:Pitch: MSK Power Pitch  

    Program Number:0129  

    Presentation Time:13:45   

    Room Number:Power Pitch Theater B - Exhibition Hall  

    Computer Number:

    Deep Learning Pipeline for Automated Identification of Osteoarthritic Degenerative Changes in the Hip

    Author:Eugene Ozhinsky  Radhika Tibrewala  Rutwik Shah  Sarah Foreman  Valentina Pedoia  Sharmila Majumdar  

    Institution:University of California San Francisco  University of California San Francisco  

    Session Type:Power Pitch Poster  

    Session Date:Monday, 13 May 2019  

    Session Time:14:45  

    Session Name:Poster: MSK Power Poster  

    Program Number:0129  

    Presentation Time:14:45   

    Room Number:Power Pitch Theater B - Exhibition Hall  

    Computer Number:Plasma 18  

    Deep learning segmentation (AxonDeepSeg) to generate axonal-property map from ex vivo human optic chiasm using light microscopy

    Author:Thibault Tabarin  Maria Morozova  Carsten Jaeger  Henriette Rush  Markus Morawski  Stefan Geyer  Siawoosh Mohammadi  

    Institution:Max Planck Institute for Human Cognitive and Brain Sciences  Medical Center Hamburg-Eppendorf  University Leipzig  

    Session Type:Digital Poster  

    Session Date:Thursday, 16 May 2019  

    Session Time:13:45  

    Session Name:Segmentation 1  

    Program Number:4722  

    Presentation Time:13:45   

    Room Number:Exhibition Hall  

    Computer Number:Computer 4  

    Deep Learning Super-FOV for Accelerated bSSFP Banding Reduction

    Author:Nicholas McKibben  Michael Mendoza  Edward DiBella  Neal Bangerter  

    Institution:Brigham Young University  Imperial College London  University of Utah  

    Session Type:Digital Poster  

    Session Date:Thursday, 16 May 2019  

    Session Time:13:45  

    Session Name:Machine Learning for Image Reconstruction: Optimised  

    Program Number:4791  

    Presentation Time:13:45   

    Room Number:Exhibition Hall  

    Computer Number:Computer 73  

    Deep Learning with Attention to Predict Gestational Age of the Fetal Brain Using MRI

    Author:Liyue Shen  Katie Shpanskaya  Edward Lee  Emily McKenna  Maryam Maleki  Quin Lu  John Pauly  Kristen Yeom  

    Institution:Philips Healthcare North America  Stanford University  

    Session Type:Oral  

    Session Date:Thursday, 16 May 2019  

    Session Time:08:15  

    Session Name:Deep Learning: Acquisition, Uncertainty & Prediction  

    Program Number:1099  

    Presentation Time:10:03   

    Room Number:Room 520A-F  

    Computer Number:

    Deep Learning with Synthetic Diffusion-Weighted Images for Acute Ischemic Stroke Detection

    Deep learning without ground truth: an unsupervised method for MR image denoising and super-resolution

    Author:Xue Feng  Craig Meyer  

    Institution:University of Virginia  

    Session Type:Power Pitch  

    Session Date:Tuesday, 14 May 2019  

    Session Time:13:30  

    Session Name:Pitch: Machine Learning Unleashed 1  

    Program Number:0472  

    Presentation Time:13:30   

    Room Number:Power Pitch Theater B - Exhibition Hall  

    Computer Number:

    Deep learning without ground truth: an unsupervised method for MR image denoising and super-resolution

    Author:Xue Feng  Craig Meyer  

    Institution:University of Virginia  

    Session Type:Power Pitch Poster  

    Session Date:Tuesday, 14 May 2019  

    Session Time:14:30  

    Session Name:Poster: Machine Learning Unleashed 1  

    Program Number:0472  

    Presentation Time:14:30   

    Room Number:Power Pitch Theater B - Exhibition Hall  

    Computer Number:Plasma 23  

    Deep Learning-Based Automatic Estimation of Volume and Fat Fraction in Abductor Muscles and their Associations with T1? and T2 in Hip Osteoarthritis Patients

    Author:Radhika Tibrewala  Valentina Pedoia  Carla Kinnunen  Tijana Popovic  Richard Souza  Sharmila Majumdar  

    Institution:University of California San Francisco  University of California San Francisco  

    Session Type:Digital Poster  

    Session Date:Monday, 13 May 2019  

    Session Time:08:15  

    Session Name:Muscle 1  

    Program Number:1267  

    Presentation Time:08:15   

    Room Number:Exhibition Hall  

    Computer Number:Computer 9  

    Deep Learning-based Detection of DSC-Defined Penumbral Tissue on pCASL in Acute Ischemic Stroke

    Author:Kai Wang  Qinyang Shou  Samantha Ma  David Liebeskind  Xin Qiao  Fabien Scalzo  Jeffrey Saver  Noriko Salamon  Danny Wang  

    Institution:UCLA  University of Southern California  Shanghai Jiaotong University  

    Session Type:Digital Poster  

    Session Date:Tuesday, 14 May 2019  

    Session Time:14:30  

    Session Name:Artificial Intelligence Is Taking Over Your Brain 1  

    Program Number:2831  

    Presentation Time:14:30   

    Room Number:Exhibition Hall  

    Computer Number:Computer 10  

    Deep learning-based whole breast segmentation to support automated breast density measurements from fat-water decomposition MRI

    Author:Karl Spuhler  Jie Ding  Maria Altbach  Jean-Philippe Galons  Patricia Thompson  Alison Stopeck  Chuan Huang  

    Institution:Stony Brook Medicine  Stony Brook University  University of Arizona College of Medicine  

    Session Type:Power Pitch  

    Session Date:Tuesday, 14 May 2019  

    Session Time:15:45  

    Session Name:Pitch: Breast Power Pitch  

    Program Number:0600  

    Presentation Time:15:45   

    Room Number:Power Pitch Theater C - Exhibition Hall  

    Computer Number:

    Deep learning-based whole breast segmentation to support automated breast density measurements from fat-water decomposition MRI

    Author:Karl Spuhler  Jie Ding  Maria Altbach  Jean-Philippe Galons  Patricia Thompson  Alison Stopeck  Chuan Huang  

    Institution:Stony Brook Medicine  Stony Brook University  University of Arizona College of Medicine  

    Session Type:Power Pitch Poster  

    Session Date:Tuesday, 14 May 2019  

    Session Time:16:45  

    Session Name:Poster: Breast Power Poster  

    Program Number:0600  

    Presentation Time:16:45   

    Room Number:Power Pitch Theater C - Exhibition Hall  

    Computer Number:Plasma 41  

    Deep MR Fingerprinting with total-variation and low-rank subspace priors

    Author:Mohammad Golbabaee  Carolin Pirkl  Marion Menzel  Guido Buonincontri  Pedro Gómez  

    Institution:Ge Healthcare  GE Healthcare  IMAGO7 Foundation  Technische Universität München  University of Bath  

    Session Type:Power Pitch  

    Session Date:Wednesday, 15 May 2019  

    Session Time:13:30  

    Session Name:Pitch: Rapid - Fire Fingerprinting  

    Program Number:0807  

    Presentation Time:13:30   

    Room Number:Power Pitch Theater C - Exhibition Hall  

    Computer Number:

    Deep MR Fingerprinting with total-variation and low-rank subspace priors

    Author:Mohammad Golbabaee  Carolin Pirkl  Marion Menzel  Guido Buonincontri  Pedro Gómez  

    Institution:Ge Healthcare  GE Healthcare  IMAGO7 Foundation  Technische Universität München  University of Bath  

    Session Type:Power Pitch Poster  

    Session Date:Wednesday, 15 May 2019  

    Session Time:14:30  

    Session Name:Poster: Rapid Fire MR Fingerprinting  

    Program Number:0807  

    Presentation Time:14:30   

    Room Number:Power Pitch Theater C - Exhibition Hall  

    Computer Number:Plasma 32  

    Deep Neural Network based Feature Selection in rs-fMRI Brain Functional Connectivity

    Author:Gengyan Zhao  Gyujoon Hwang  Cole Cook  Fang Liu  Mary Meyerand  Rasmus Birn  

    Institution:University of Wisconsin - Madison  

    Session Type:Digital Poster  

    Session Date:Tuesday, 14 May 2019  

    Session Time:14:30  

    Session Name:Artificial Intelligence Is Taking Over Your Brain 1  

    Program Number:2822  

    Presentation Time:14:30   

    Room Number:Exhibition Hall  

    Computer Number:Computer 1  

    Deep Neural Network for Single-Point Dixon Imaging with Flexible Echo Time

    Author:Jong Bum Son  Marion Scoggins  Basak Dogan  Ken-Pin Hwang  Jingfei Ma  

    Institution:The University of Texas MD Anderson Cancer Center  The University of Texas Southwestern Medical Center  

    Session Type:Digital Poster  

    Session Date:Wednesday, 15 May 2019  

    Session Time:14:30  

    Session Name:Fat, QSM & CEST  

    Program Number:4014  

    Presentation Time:14:30   

    Room Number:Exhibition Hall  

    Computer Number:Computer 160  

    Deep Neural Networks for Motion Estimation in k-space: Applications and Design

    Deep parameter mapping with relaxation signal model driven constraints

    Author:Zhiyang Fu  Sagar Mandava  Zhitao Li  Diego Martin  Maria Altbach  Ali Bilgin  

    Institution:university of arizona  

    Session Type:Digital Poster  

    Session Date:Thursday, 16 May 2019  

    Session Time:09:15  

    Session Name:Quantitative Mapping: Relaxometry & Beyond  

    Program Number:4547  

    Presentation Time:09:15   

    Room Number:Exhibition Hall  

    Computer Number:Computer 2  

    Deep Quantitative Susceptibility Mapping by combined Background Field Removal and Dipole Inversion

    Author:Stefan Heber  Christian Tinauer  Steffen Bollmann  Stefan Ropele  Christian Langkammer  

    Institution:Medical University of Graz  The University of Queensland  

    Session Type:Digital Poster  

    Session Date:Wednesday, 15 May 2019  

    Session Time:14:30  

    Session Name:Fat, QSM & CEST  

    Program Number:4028  

    Presentation Time:14:30   

    Room Number:Exhibition Hall  

    Computer Number:Computer 174  

    Deep residual learning of radial under sampling artefacts for real-time MR image guidance during radiotherapy

    Author:Bjorn Stemkens  Cheryl Sital  Max Blokker  Tom Bruijnen  Jan Lagendijk  Rob Tijssen  Cornelis van den Berg  

    Institution:University Medical Center Utrecht  MR Code B.V.  University of Technology Eindhoven  VU Amsterdam  

    Session Type:Oral  

    Session Date:Monday, 13 May 2019  

    Session Time:13:45  

    Session Name:Cutting-Edge Advances in Cancer Imaging  

    Program Number:0194  

    Presentation Time:14:09   

    Room Number:Room 520A-F  

    Computer Number:

    Deep transform networks for scalable learning of MR reconstruction

    DeepCEST: 9.4 T spectral super resolution from 3 T CEST MRI data - optimization of network architectures

    Author:Moritz Zaiss  Florian Martin  Felix Glang  Kai Herz  Anagha Deshmane  Benjamin Bender  Tobias Lindig  Klaus Scheffler  

    Institution:Max Planck Institute for Biological Cybernetics  University Clinic Tuebingen  

    Session Type:Digital Poster  

    Session Date:Wednesday, 15 May 2019  

    Session Time:14:30  

    Session Name:Fat, QSM & CEST  

    Program Number:4016  

    Presentation Time:14:30   

    Room Number:Exhibition Hall  

    Computer Number:Computer 162  

    DeepKidney: Deep segmentation of MR images for automated glomerular function quantification in heterogeneous pediatric patients

    Author:Edgar Rios Piedra  Morteza Mardani  Ukash Nakarmi  Joseph Cheng  Shreyas Vasanawala  

    Institution:Stanford University  

    Session Type:Digital Poster  

    Session Date:Thursday, 16 May 2019  

    Session Time:08:15  

    Session Name:Using MRI to Measure Numbers Outside of the Brain  

    Program Number:4380  

    Presentation Time:08:15   

    Room Number:Exhibition Hall  

    Computer Number:Computer 5  

    Deep-Learning-Based Denoising of Diffusion-Weighted Prostate Images

    Author:Elena Kaye  Yousef Mazaheri  Maggie Fung  Ross Schmidtlein  Ricardo Otazo  Oguz Akin  Herbert Alberto Vargas  

    Institution:Ge Healthcare  GE Healthcare  Memorial Sloan Kettering Cancer Center  

    Session Type:Digital Poster  

    Session Date:Monday, 13 May 2019  

    Session Time:13:45  

    Session Name:AI & Radiomics in Body MRI  

    Program Number:1726  

    Presentation Time:13:45   

    Room Number:Exhibition Hall  

    Computer Number:Computer 121  

    DeepQSM: Using Deep Learning to Solve the Dipole Inversion for MRI Susceptibility

    Author:Steffen Bollmann  

    Institution:The University of Queensland  

    Session Type:Member-Initiated Symposium  

    Session Date:Wednesday, 15 May 2019  

    Session Time:15:45  

    Session Name:Deep Learning for Mapping of Electromagnetic Tissue Properties  

    Program Number:

    Presentation Time:16:21   

    Room Number:Room 513A-C  

    Computer Number:

      DeepRad: An Accessible, Open-source Tool for Deep Learning in Medical Imaging

      Author:Jinnian Zhang  Samuel Hurley  Varun Jog  Alan McMillan  

      Institution:University of Wisconsin  

      Session Type:Digital Poster  

      Session Date:Thursday, 16 May 2019  

      Session Time:13:45  

      Session Name:Software & Tools  

      Program Number:4821  

      Presentation Time:13:45   

      Room Number:Exhibition Hall  

      Computer Number:Computer 103