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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 a Novel Surface Feature for Fully Automatic Quantification of Lesion Hyperintensities in Multiple Sclerosis

Author:Peter Adany  In-Young Choi  Scott Belliston  Jong Chul Ye  Sharon Lynch  Phil Lee  

Institution:Korea Advanced Institute of Science & Technology  University of Kansas Medical Center  

Session Type:Digital Poster  

Session Date:Thursday, 16 May 2019  

Session Time:13:45  

Session Name:Machine Learning for Prediction & Image Analysis  

Program Number:4892  

Presentation Time:13:45   

Room Number:Exhibition Hall  

Computer Number:Computer 174  

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-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 uncertainty estimation: application in PET/MRI joint estimation of attenuation and activity for patients with metal implants

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 network processing of original DCE-MRI data for survival prediction

Author:Junyu Guo  Wilburn Reddick  

Institution:St Jude Children's Research Hospital  

Session Type:Digital Poster  

Session Date:Thursday, 16 May 2019  

Session Time:13:45  

Session Name:Machine Learning for Prediction & Image Analysis  

Program Number:4877  

Presentation Time:13:45   

Room Number:Exhibition Hall  

Computer Number:Computer 159  

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

Deep Partial Fourier Reconstruction

Author:Alexander Toews  Marcus Alley  Shreyas Vasanawala  Brian Hargreaves  Joseph Cheng  

Institution:Stanford University  

Session Type:Digital Poster  

Session Date:Thursday, 16 May 2019  

Session Time:09:15  

Session Name:Machine Learning for Image Reconstruction: Breakthroughs  

Program Number:4702  

Presentation Time:09:15   

Room Number:Exhibition Hall  

Computer Number:Computer 159  

Deep Plug-and-Play Prior for Parallel MRI Reconstruction

Author:Ali Pour Yazdanpanah  Onur Afacan  Simon Warfield  

Institution:Computational Radiology Laboratory, Boston Children's Hospital and Harvard Medical School  

Session Type:Digital Poster  

Session Date:Thursday, 16 May 2019  

Session Time:09:15  

Session Name:Machine Learning for Image Reconstruction: A New Frontier  

Program Number:4665  

Presentation Time:09:15   

Room Number:Exhibition Hall  

Computer Number:Computer 122  

Deep Predictive Modeling of Dynamic Contrast-Enhanced MRI Data

Author:Jiacheng Jason He  Christopher Sandino  Shreyas Vasanawala  Joseph Cheng  

Institution:Stanford University  

Session Type:Digital Poster  

Session Date:Thursday, 16 May 2019  

Session Time:13:45  

Session Name:Machine Learning for Prediction & Image Analysis  

Program Number:4874  

Presentation Time:13:45   

Room Number:Exhibition Hall  

Computer Number:Computer 156  

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 reinforcement learning designed RF pulse

Author:Dongmyung Shin  Sooyeon Ji  Doohee Lee  Se-Hong Oh  Jongho Lee  

Institution:Hankuk University of Foreign Studies  Seoul National University  

Session Type:Oral  

Session Date:Wednesday, 15 May 2019  

Session Time:08:15  

Session Name:New Pulses & Encoding Schemes  

Program Number:0757  

Presentation Time:08:27   

Room Number:Room 710A  

Computer Number:

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 Residual Neural Networks for QSM Background Removal

Author:Juan Liu  Andrew Nencka  Kevin Koch  

Institution:Marquette University and Medical College of Wisconsin  Medical College of Wisconsin  

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:4852  

Presentation Time:13:45   

Room Number:Exhibition Hall  

Computer Number:Computer 134  

Deep Scaled Domain Learning for Compressed MRI using Optional Scaling Transform

Author:Satoshi ITO  Kohei SATO  

Institution:Utsunomiya University  

Session Type:Digital Poster  

Session Date:Thursday, 16 May 2019  

Session Time:09:15  

Session Name:Machine Learning for Image Reconstruction: A New Frontier  

Program Number:4652  

Presentation Time:09:15   

Room Number:Exhibition Hall  

Computer Number:Computer 109  

Deep Spatiotemporal Phase Unwrapping of Phase-Contrast MRI Data

Author:Jiacheng Jason He  Christopher Sandino  David Zeng  Shreyas Vasanawala  Joseph Cheng  

Institution:Stanford University  

Session Type:Digital Poster  

Session Date:Monday, 13 May 2019  

Session Time:16:00  

Session Name:Technical Advances in Flow Imaging  

Program Number:1962  

Presentation Time:16:00   

Room Number:Exhibition Hall  

Computer Number:Computer 12  

Deep transform networks for scalable learning of MR reconstruction

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  

    DeepSPIO: A SPIO particles quantification method using Deep Learning

    Default mode networks connectivity characterization in young adults with sickle cell disease using 7T resting functional magnetic resonance imaging

    Author:Nadim Farhat  Helmet Karim  Tales Santini  Neilesh Vinjamuri  Howard Aizenstein  Enrico Novelli  Tamer Ibrahim  

    Institution:University of Pittsburgh  University of Pittsburgh school of medicine   

    Session Type:Digital Poster  

    Session Date:Wednesday, 15 May 2019  

    Session Time:14:30  

    Session Name:fMRI Connectivity Applications: Human  

    Program Number:3904  

    Presentation Time:14:30   

    Room Number:Exhibition Hall  

    Computer Number:Computer 50  

    Deformable slice-to-volume registration for respiratory motion correction in abdominal and in-utero MRI

    Author:Alena Uus  Tong Zhang  Laurence Jackson  Mary Rutherford  Joseph Hajnal  Maria Deprez  

    Institution:King's College London  King's College London  

    Session Type:Digital Poster  

    Session Date:Thursday, 16 May 2019  

    Session Time:08:15  

    Session Name:Motion Correction: Non-Brain  

    Program Number:4483  

    Presentation Time:08:15   

    Room Number:Exhibition Hall  

    Computer Number:Computer 111  

    Delineating Benign from Malignant Breast Lesions Using Restriction Spectrum Imaging

    Author:Alexandra Besser  Ana Rodriguez-Soto  Hauke Bartsch  Helen Park  Andrew Park  Haydee Ojeda-Fournier  Anders Dale  Rebecca Rakow-Penner  

    Institution:University of California San Diego  

    Session Type:Digital Poster  

    Session Date:Monday, 13 May 2019  

    Session Time:13:45  

    Session Name:Emerging Technologies in Body Imaging  

    Program Number:1654  

    Presentation Time:13:45   

    Room Number:Exhibition Hall  

    Computer Number:Computer 46  

    Delineation of thalamic substructures in ultra-high b-value DWI-measurement with reasonable acquisition time

    Author:Nils Nuessle  Benjamin Bender  Uwe Klose  

    Institution:University Hospital Tuebingen  

    Session Type:Digital Poster  

    Session Date:Wednesday, 15 May 2019  

    Session Time:09:15  

    Session Name:Microstructure Modeling: 2  

    Program Number:3630  

    Presentation Time:09:15   

    Room Number:Exhibition Hall  

    Computer Number:Computer 124  

    Delineation of white matter microstructural maturation of infant brain with DKI

    Author:Chenying Zhao  Minhui Ouyang  Michelle Slinger  Hao Huang  

    Institution:Children’s Hospital of Philadelphia  University of Pennsylvania  

    Session Type:Digital Poster  

    Session Date:Wednesday, 15 May 2019  

    Session Time:09:15  

    Session Name:Microstructural Modelling & Mapping  

    Program Number:3555  

    Presentation Time:09:15   

    Room Number:Exhibition Hall  

    Computer Number:Computer 47  

    Demonstration of Circumferential Heterogeneity in Displacement and Strain in the Abdominal Aortic Wall by Spiral Cine DENSE MRI

    Author:Elizabeth Iffrig  John Wilson  W. Taylor  Xiaodong Zhong  John Oshinski  

    Institution:Emory University  Siemens  Atlanta VA Medical Center  

    Session Type:Digital Poster  

    Session Date:Monday, 13 May 2019  

    Session Time:17:00  

    Session Name:Myocardial Function & Deformation 2  

    Program Number:2159  

    Presentation Time:17:00   

    Room Number:Exhibition Hall  

    Computer Number:Computer 35  

    Denoising and Multi-Compartment Visualization of Multi-b-Valued Breast Diffusion MRI

    Author:Ek Tan  Lisa Wilmes  Nola Hylton  Thomas Chenevert  David Newitt  

    Institution:GE Global Research  University of California  University of Michigan  

    Session Type:Digital Poster  

    Session Date:Monday, 13 May 2019  

    Session Time:13:45  

    Session Name:Emerging Technologies in Body Imaging  

    Program Number:1656  

    Presentation Time:13:45   

    Room Number:Exhibition Hall  

    Computer Number:Computer 48  

    De-noising high-resolution fMRI data using cortical depth-dependent analysis

    Denoising of Z-spectra for stable CEST MRI using principal component analysis