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Crowdsourced Quality Metrics for Image Reconstruction using Machine Learned Ranking

Author:Kevin Johnson  Laura Eisenmenger  Patrick Turski  Leonardo Rivera-Rivera  

Institution:University of California - San Francisco  University of Wisconsin - Madison  

Session Type:Digital Poster  

Session Date:Thursday, 16 May 2019  

Session Time:13:45  

Session Name:Machine Learning for Image Reconstruction: Optimised  

Program Number:4770  

Presentation Time:13:45   

Room Number:Exhibition Hall  

Computer Number:Computer 52  

CryptoCEST, a promising tool for differential diagnosis and treatment monitoring of fungal brain lesions

Author:Liesbeth Vanherp  Kristof Govaerts  Matteo Riva  Katrien Lagrou  Greetje Vande Velde  Willy Gsell  Uwe Himmelreich  

Institution:KU Leuven  Erasme Hospital  

Session Type:Oral  

Session Date:Tuesday, 14 May 2019  

Session Time:13:30  

Session Name:Novel CEST & MT Preclinical Investigations  

Program Number:0545  

Presentation Time:14:30   

Room Number:Room 520A-F  

Computer Number:

CSF Flow and Aging: An Early Marker of Pathology?

Author:Arun Venkataraman  Rashid Deane  Jianhui Zhong  

Institution:University of Rochester  University of Rochester Medical Center  

Session Type:Digital Poster  

Session Date:Tuesday, 14 May 2019  

Session Time:09:15  

Session Name:Flow in the Brain  

Program Number:2549  

Presentation Time:09:15   

Room Number:Exhibition Hall  

Computer Number:Computer 76  

CSF-suppressed T2 weighted imaging at 7T

Author:Jullie Pan  Chan Moon  Arun Antony  Frank Lieberman  Vikas Agarwal  Hoby Hetherington  

Institution:University of Pittsburgh  UPMC  

Session Type:Digital Poster  

Session Date:Thursday, 16 May 2019  

Session Time:09:15  

Session Name:Improving Definition & Reducing Artifacts  

Program Number:4670  

Presentation Time:09:15   

Room Number:Exhibition Hall  

Computer Number:Computer 127  

CVR-MRICloud: an automated online tool for the processing of cerebrovascular reactivity (CVR) MRI data

CVR-MRICloud: an automated online tool for the processing of cerebrovascular reactivity (CVR) MRI data

Cylinder 3D radial acquisition for reduced imaging artifacts and better resolution at 1.5 T

Author:Yajing Zhang  Jiazheng Wang  Chenguang Zhao  

Institution:Philips Healthcare  Philips Healthcare  Philips Healthcare Greater China  

Session Type:Digital Poster  

Session Date:Monday, 13 May 2019  

Session Time:13:45  

Session Name:Emerging Technologies in Body Imaging  

Program Number:1640  

Presentation Time:13:45   

Room Number:Exhibition Hall  

Computer Number:Computer 32  

Data Acquisition Basics

Author:Saskia Bollmann  

Institution:Massachusetts General Hospital   Harvard Medical School  Harvard Medical School  University of Queensland  

Session Type:Weekend Course  

Session Date:Saturday, 11 May 2019  

Session Time:08:00  

Session Name:fMRI: Back to Basics  

Program Number:

Presentation Time:08:25   

Room Number:Room 512A-H  

Computer Number:

Data Consistency Networks for (Calibration-less) Accelerated Parallel MR Image Reconstruction

Author:Jo Schlemper  Jinming Duan  Cheng Ouyang  Chen Qin  Jose Caballero  Joseph Hajnal  Daniel Rueckert  

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

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:4663  

Presentation Time:09:15   

Room Number:Exhibition Hall  

Computer Number:Computer 120  

Data-driven regularized inversion (DRI) for improved QSM+qBOLD based CMRO2 Mapping: a feasibility study in healthy subjects and ischemic stroke patients

Author:Junghun Cho  Shun Zhang  Youngwook Kee  Pascal Spincemaille  Thanh Nguyen  Simon Hubertus  Ajay Gupta  Yi Wang  

Institution:Cornell University  Heidelberg University  Tongji Hospital  Weill Cornell Medical College  

Session Type:Digital Poster  

Session Date:Tuesday, 14 May 2019  

Session Time:13:30  

Session Name:Stroke  

Program Number:2724  

Presentation Time:13:30   

Room Number:Exhibition Hall  

Computer Number:Computer 76  

dAUTOMAP: Decomposing AUTOMAP to Achieve Scalability and Enhance Performance

Author:Jo Schlemper  Ilkay Oksuz  James Clough  Jinming Duan  Andrew King  Julia Schnabel  Joseph Hajnal  Daniel Rueckert  

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

Session Type:Oral  

Session Date:Tuesday, 14 May 2019  

Session Time:15:45  

Session Name:Machine Learning for Image Reconstruction  

Program Number:0658  

Presentation Time:15:57   

Room Number:Room 710B  

Computer Number:

DCE MRI-Based Computational Modeling of Interstitial Fluid Pressure and Velocity in Head and Neck Cancer: Initial Analysis

Author:Eve LoCastro  Yonggang Lu  Ramesh Paudyal  Yousef Mazaheri  Vaios Hatzoglou  Amaresha Shridhar  Alan Ho  Nancy Lee  Joseph Deasy  Amita Shukla-Dave  

Institution:Medical College of Wisconsin  Memorial Sloan Kettering Cancer Center  

Session Type:Oral  

Session Date:Monday, 13 May 2019  

Session Time:13:45  

Session Name:Cutting-Edge Advances in Cancer Imaging  

Program Number:0193  

Presentation Time:13:57   

Room Number:Room 520A-F  

Computer Number:

DCE-Abdominal MR Image Registration using Convolutional Neural Networks

Author:Zachary Miller  Kevin Johnson  

Institution:University of Wisconsin-Madison  

Session Type:Digital Poster  

Session Date:Thursday, 16 May 2019  

Session Time:08:15  

Session Name:Motion Correction: Non-Brain  

Program Number:4475  

Presentation Time:08:15   

Room Number:Exhibition Hall  

Computer Number:Computer 103  

DCE-MRI is more sensitive than IVIM-DWI for assessing therapy induced changes in tumour perfusion in colorectal liver metastases

DCE-MRI is more sensitive than IVIM-DWI for assessing therapy induced changes in tumour perfusion in colorectal liver metastases

DCE-MRI: Analysis

Author:Linda Knutsson  

Institution:Lund University  Lund University  

Session Type:Weekend Course  

Session Date:Sunday, 12 May 2019  

Session Time:08:00  

Session Name:Basic Perfusion  

Program Number:

Presentation Time:11:25   

Room Number:Room 710A  

Computer Number:

DCTV-Net: Model based Convolutional Neural Network for dynamic MRI

De-Aliasing for Under-sampling in Phase Scrambling Fourier Transform Imaging using Alias-free Reconstruction and Deep Convolutional Neural Network

Author:Satoshi ITO  Tsukasa SAITO  

Institution:Utsunomiya University  

Session Type:Digital Poster  

Session Date:Thursday, 16 May 2019  

Session Time:13:45  

Session Name:Image Reconstruction I  

Program Number:4754  

Presentation Time:13:45   

Room Number:Exhibition Hall  

Computer Number:Computer 36  

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

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  

Decoupling effects of fiber dispersion and microscopic anisotropy fundamentally change interpretations of DTI in multiple sclerosis

Decreased Brain Temperature in Former NFL Athletes

Decreased FDG-PET Uptake and Inter-Hemispheric Functional and Structural Connectivity in Patients with Multi-domain Amnestic Mild Cognitive Impairment

Author:Xiao Luo  Kaicheng Li  Qingze Zeng  Peiyu Huang  Yong Zhang  Minming Zhang  

Institution:GE Healthcare Shanghai  The 2nd Affiliated Hospital of Zhejiang University School of Medicine  

Session Type:Digital Poster  

Session Date:Tuesday, 14 May 2019  

Session Time:16:45  

Session Name:Alzheimer's & Related Dementia  

Program Number:3167  

Presentation Time:16:45   

Room Number:Exhibition Hall  

Computer Number:Computer 3  

Decreased Relative Cerebral Blood Flow In Unmedicated Heroin Use Disorders

Author:Wenhan Yang  Ru Yang  Jing Luo  Lei He  Jun Liu  Jun Zhang  

Institution:Hunan Judicial Police Academy  Second Xiangya Hospital of Central South University  

Session Type:Digital Poster  

Session Date:Wednesday, 15 May 2019  

Session Time:09:15  

Session Name:Value of MRI  

Program Number:3676  

Presentation Time:09:15   

Room Number:Exhibition Hall  

Computer Number:Computer 170  

Deep CNN for Outlier Detection: A Complementary Tool to Low-Rank based Methods for Reducing Motion Artefacts

Author:Mark Bydder  Vahid Ghodrati  Fadil Ali  Peng Hu  

Institution:University of California Los Angeles  

Session Type:Power Pitch  

Session Date:Wednesday, 15 May 2019  

Session Time:15:45  

Session Name:Pitch: Imperfections, Artifacts, Corrections -- Oh My!  

Program Number:0934  

Presentation Time:15:45   

Room Number:Power Pitch Theater C - Exhibition Hall  

Computer Number:

Deep CNN for Outlier Detection: A Complementary Tool to Low-Rank based Methods for Reducing Motion Artefacts

Author:Mark Bydder  Vahid Ghodrati  Fadil Ali  Peng Hu  

Institution:University of California Los Angeles  

Session Type:Power Pitch Poster  

Session Date:Wednesday, 15 May 2019  

Session Time:16:45  

Session Name:Poster: Imperfections, Artifacts, Corrections, Oh My!  

Program Number:0934  

Presentation Time:16:45   

Room Number:Power Pitch Theater C - Exhibition Hall  

Computer Number:Plasma 44  

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 Assisted Fully Automatic Post-Processing for Quantitative Lung MRI

Author:Andreas Weng  Christian Kestler  Andreas Kunz  Simon Veldhoen  Thorsten Bley  Herbert Köstler  Tobias Wech  

Institution:University Hospital Würzburg  

Session Type:Digital Poster  

Session Date:Monday, 13 May 2019  

Session Time:13:45  

Session Name:AI & Radiomics in Body MRI  

Program Number:1720  

Presentation Time:13:45   

Room Number:Exhibition Hall  

Computer Number:Computer 115  

Deep Learning Augmented Cerebral Blood Flow Measurement Using Arterial Spin Labeling Technique in Moyamoya Disease Before and After Direct Bypass Surgery

Author:David Chen  Yosuke Ishii  Jia Guo  Audrey Fan  Greg Zaharchuk  

Institution:Stanford University  University of California Riverside  Shuan-Ho Hospital, Taipei Medical University  Tokyo Medical and Dental University  

Session Type:Digital Poster  

Session Date:Tuesday, 14 May 2019  

Session Time:13:30  

Session Name:Neurovascular 1  

Program Number:2651  

Presentation Time:13:30   

Room Number:Exhibition Hall  

Computer Number:Computer 3  

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 MR fingerprinting ASL ReconStruction (DeepMARS)

Author:Qiang Zhang  Pan Su  Ying Liao  Rui Guo  Haikun Qi  Zhangxuan Hu  Hanzhang Lu  Huijun Chen  

Institution:Johns Hopkins University  Johns Hopkins University  King's College London, London  New York University  Tsinghua University  Tsinghua University  

Session Type:Power Pitch  

Session Date:Wednesday, 15 May 2019  

Session Time:13:30  

Session Name:Pitch: Rapid - Fire Fingerprinting  

Program Number:0820  

Presentation Time:13:30   

Room Number:Power Pitch Theater C - Exhibition Hall  

Computer Number:

Deep learning based MR fingerprinting ASL ReconStruction (DeepMARS)

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 for Characterizing Image Sequence Significance in Brain Tissue Segmentation

Author:IVAN CORONADO  REFAAT GABR  SUSHMITTA DATTA  SHEEBA SUJIT  FRED LUBLIN  JERRY WOLINSKY  PONNADA NARAYANA  

Institution:Icahn School of Medicine at Mount Sinai  University of Texas Health Science Center  

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:2846  

Presentation Time:14:30   

Room Number:Exhibition Hall  

Computer Number:Computer 25  

Deep learning for DSI parameter map generation without image pre-processing

Author:Eric Gibbons  Kyler Hodgson  Ganesh Adluru  Edward DiBella  

Institution:University of Utah  

Session Type:Digital Poster  

Session Date:Wednesday, 15 May 2019  

Session Time:08:15  

Session Name:Diffusion MRI: Image Reconstruction  

Program Number:3359  

Presentation Time:08:15   

Room Number:Exhibition Hall  

Computer Number:Computer 21  

Deep Learning for Identification of Active Lesions in Multiple Sclerosis Without Administration of Gadolinium Based Contrast Agent

Author:PONNADA NARAYANA  IVAN CORONADO  Sushmita Datta  SHEEBA SUJIT  FRED LUBLIN  JERRY WOLINSKY  REFAAT GABR  

Institution:Icahn School of Medicine at Mount Sinai  University of Texas Health Science Center at Houston  

Session Type:Power Pitch  

Session Date:Monday, 13 May 2019  

Session Time:08:15  

Session Name:Pitch: Artificial Intelligence Neuro  

Program Number:0024  

Presentation Time:08:15   

Room Number:Power Pitch Theater B - Exhibition Hall  

Computer Number:

Deep Learning for Identification of Active Lesions in Multiple Sclerosis Without Administration of Gadolinium Based Contrast Agent

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 prognosis in Degenerative cervical myelopathy

Author:Lucas Rouhier  Matthieu Parizet  Muhammad Akbar  Michael Weber  Michael Fehlings  Julien Cohen-Adad  

Institution:McGill University  Polytechnique Montreal  University of Toronto  Université de Montréal  

Session Type:Digital Poster  

Session Date:Tuesday, 14 May 2019  

Session Time:15:45  

Session Name:Artificial Intelligence Is Taking Over Your Brain 2  

Program Number:3086  

Presentation Time:15:45   

Room Number:Exhibition Hall  

Computer Number:Computer 95  

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