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Accelerating Diffusion MRI via Slice Undersampling and Deep-Learning Reconstruction

Author:Yoonmi Hong  Geng Chen  Pew-Thian Yap  Dinggang Shen  

Institution:University of North Carolina at Chapel Hill  

Session Type:Digital Poster  

Session Date:Wednesday, 15 May 2019  

Session Time:08:15  

Session Name:Diffusion MRI: Image Reconstruction  

Program Number:3358  

Presentation Time:08:15   

Room Number:Exhibition Hall  

Computer Number:Computer 20  

Accelerating Iterative SENSE-based Algorithms for Cartesian Trajectories using the Point Spread Function and Coil Compression

Author:Malte Steinhoff  Kay Nehrke  Alfred Mertins  Peter Börnert  

Institution:Philips Research Hamburg  University of Lübeck  LUMC  

Session Type:Digital Poster  

Session Date:Wednesday, 15 May 2019  

Session Time:08:15  

Session Name:Diffusion MRI: Image Reconstruction  

Program Number:3347  

Presentation Time:08:15   

Room Number:Exhibition Hall  

Computer Number:Computer 9  

Acceleration of 3D diffusion MRI using a kernel low rank compressed method

Author:Chaoyi Zhang  Tanzil Mahmud Arefin  Ukash Nakarmi  Hongyu Li  Dong Liang  Jiangyang Zhang  Leslie Ying  

Institution:New York University School of Medicine  New York University School of Medicine  Shenzhen Institutes of Advanced Technology  Stanford University  University at Buffalo, State University of New York  University at Buffalo,State University of New York  

Session Type:Digital Poster  

Session Date:Wednesday, 15 May 2019  

Session Time:08:15  

Session Name:Diffusion MRI: Image Reconstruction  

Program Number:3343  

Presentation Time:08:15   

Room Number:Exhibition Hall  

Computer Number:Computer 5  

Acquisition and processing strategy for obtaining high quality, distortion free diffusion MRI of the brainstem and cervical spine

Author:Neda Sadeghi  Joelle Sarlls  Jessica Jordan  Flavia Facio  Elizabeth Hutchinson  M. Okan Irfanoglu  Amritha Nayak  Laura Reyes  Shruti Japee  Irini Manoli  Carlo Pierpaoli  Moebius Syndrome Research Consortium  

Institution:National Human Genome Research Institute, NIH  National Institute of Biomedical Imaging and Bioengineering, NIH  National Institute of Mental Health, NIH  National Institute of Neurological Disorders and Stroke, NIH  NIH  Boston Children's Hospital and Harvard Medical School  Henry M. Jackson Foundation for the Advancement of Military Medicine  Icahn School of Medicine at Mount Sinai  

Session Type:Digital Poster  

Session Date:Wednesday, 15 May 2019  

Session Time:08:15  

Session Name:Diffusion MRI: Image Reconstruction  

Program Number:3357  

Presentation Time:08:15   

Room Number:Exhibition Hall  

Computer Number:Computer 19  

Complex-valued diffusion MRI data processing: Application to neural soma imaging

Author:Enrico Kaden  Umesh Rudrapatna  Noemi Gyori  Uran Ferizi  Chris Clark  Derek Jones  Daniel Alexander  

Institution:Cardiff University  New York University School of Medicine  New York University School of Medicine  University College London  Australian Catholic University  

Session Type:Digital Poster  

Session Date:Wednesday, 15 May 2019  

Session Time:08:15  

Session Name:Diffusion MRI: Image Reconstruction  

Program Number:3350  

Presentation Time:08:15   

Room Number:Exhibition Hall  

Computer Number:Computer 12  

Deep Learned Diffusion Tensor Imaging

Author:Hongyu Li  Chaoyi Zhang  Zifei Liang  Dong Liang  Bowen Shen  Yulin Ge  Jiangyang Zhang  Ruiying Liu  Peizhou Huang  Sunil Kumar Gaire  Xiaoliang Zhang  Leslie Ying  

Institution:New York University School of Medicine  New York University School of Medicine  Paul C. Lauterbur Research Center for Biomedical Imaging, Medical AI research center, SIAT, CAS  The State University of New York at Buffalo  Virginia Tech  

Session Type:Digital Poster  

Session Date:Wednesday, 15 May 2019  

Session Time:08:15  

Session Name:Diffusion MRI: Image Reconstruction  

Program Number:3344  

Presentation Time:08:15   

Room Number:Exhibition Hall  

Computer Number:Computer 6  

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  

Estimation and Correction of Image Phase in diffusion weighted MRI using Deep Learning

Author:Carolin Hecking-Veltman  Carolin Pirkl  Jonathan Dannenberg  Rolf Schulte  Tim Sprenger  Bjoern Menze  Marion Menzel  

Institution:Ge Healthcare  GE Healthcare  Technical University Munich  

Session Type:Digital Poster  

Session Date:Wednesday, 15 May 2019  

Session Time:08:15  

Session Name:Diffusion MRI: Image Reconstruction  

Program Number:3353  

Presentation Time:08:15   

Room Number:Exhibition Hall  

Computer Number:Computer 15  

Fast reconstruction of fractional anisotropy with two-dimensional principal component analysis based recognition

Author:Fangrong Zong  Zihao Zhang  Qingle Kong  Jing An  Yan Zhuo  Xiaoliang Zhang  

Institution:Department of Radiology and Biomedical Imaging, University of California San Francisco  Siemens Shenzhen Magnetic Resonance Ltd.  State Key Laboratory of Brain and Cognitive Science, Institute of Biophysics, Chinese Academy of Sciences  The Key Laboratory for Interdisciplinary Research, Institute of Biophysics, China Academy of Sciences  The Innovation Center of Excellence on Brain Science, Chinese Academy of Sciences  UCSF/UC Berkeley Joint Graduate Group in Bioengineering San Francisco  University of Chinese Academy of Sciences  

Session Type:Digital Poster  

Session Date:Wednesday, 15 May 2019  

Session Time:08:15  

Session Name:Diffusion MRI: Image Reconstruction  

Program Number:3356  

Presentation Time:08:15   

Room Number:Exhibition Hall  

Computer Number:Computer 18  

Giving up the ghost: a systematic comparison of 2D phase correction algorithms in multi-shell high angular diffusion weighted imaging

Author:Elizabeth Powell  Torben Schneider  Marco Battiston  Matthew Clemence  Ahmed Toosy  Jonathan Clayden  Claudia Wheeler-Kingshott  

Institution:Developmental Imaging and Biophysics Section, Great Ormond Street Institute of Child Health, University College London  Medical Physics and Biomedical Engineering, University College London  Philips Healthcare UK, Guildford  Queen Square MS Centre, Department of Neuroinflammation, UCL Queen Square Institute of Neurology, Faculty of Brain Sciences, University College London  Department of Brain and Behavioural Sciences, University of Pavia  Brain MRI 3T Research Center, IRCCS Mondino Foundation  

Session Type:Digital Poster  

Session Date:Wednesday, 15 May 2019  

Session Time:08:15  

Session Name:Diffusion MRI: Image Reconstruction  

Program Number:3351  

Presentation Time:08:15   

Room Number:Exhibition Hall  

Computer Number:Computer 13  

High-resolution DWI for breast by using multi-band sense technique

Author:Lingyan Kong  Ning Ding  Zhengyu Jin  Dong Liu  Zhizheng Zhuo  Huadan Xue  

Institution:Peking Union Medical College Hospital  Philips Healthcare  Philips Healthcare  

Session Type:Digital Poster  

Session Date:Wednesday, 15 May 2019  

Session Time:08:15  

Session Name:Diffusion MRI: Image Reconstruction  

Program Number:3362  

Presentation Time:08:15   

Room Number:Exhibition Hall  

Computer Number:Computer 24  

Imaging Cortical Columns in Gray Matter with Sub-Millimeter isotropic DTI

Author:Iain Bruce  Christopher Petty  Allen Song  

Institution:Duke University Medical Center  

Session Type:Digital Poster  

Session Date:Wednesday, 15 May 2019  

Session Time:08:15  

Session Name:Diffusion MRI: Image Reconstruction  

Program Number:3361  

Presentation Time:08:15   

Room Number:Exhibition Hall  

Computer Number:Computer 23  

Improved MUSSELS Reconstruction for High Resolution Diffusion Weighted Imaging Using Fast Iterative Re-weighted Least Squares Algorithm

Author:Merry Mani  Hemant Aggarwal  Vincent Magnotta  Mathews Jacob  

Institution:University of Iowa  

Session Type:Digital Poster  

Session Date:Wednesday, 15 May 2019  

Session Time:08:15  

Session Name:Diffusion MRI: Image Reconstruction  

Program Number:3339  

Presentation Time:08:15   

Room Number:Exhibition Hall  

Computer Number:Computer 1  

Joint-diffusion GRAPPA: enabling higher acceleration rates in dMRI by exploiting joint information from the k- and q-space

Author:Gabriel Ramos-Llordén  Santiago Aja-Fernández  Congyu Liao  Kawin Setsompop  Yogesh Rathi  

Institution:Brigham and Women's Hospital, Harvard Medical School  Massachusetts General Hospital, Harvard Medical School  Universidad de Valladolid  

Session Type:Digital Poster  

Session Date:Wednesday, 15 May 2019  

Session Time:08:15  

Session Name:Diffusion MRI: Image Reconstruction  

Program Number:3341  

Presentation Time:08:15   

Room Number:Exhibition Hall  

Computer Number:Computer 3  

Multi-shot Diffusion EPI Reconstruction with Iterative Rigid Motion-correction and Motion-induced Phase-correction for Brain Imaging

Author:Malte Steinhoff  Kay Nehrke  Alfred Mertins  Peter Börnert  

Institution:Philips Research Hamburg  University of Lübeck  LUMC  

Session Type:Digital Poster  

Session Date:Wednesday, 15 May 2019  

Session Time:08:15  

Session Name:Diffusion MRI: Image Reconstruction  

Program Number:3346  

Presentation Time:08:15   

Room Number:Exhibition Hall  

Computer Number:Computer 8  

Nyquist Ghost Correction of High-Resolution SMS Breast DWI with Ghost/Object Minimization

Author:Jessica McKay  Steen Moeller  Sudhir Ramanna  An Church  Michael Nelson  Edward Auerbach  Kamil Ugurbil  Patrick Bolan  

Institution:University of Minnesota  

Session Type:Digital Poster  

Session Date:Wednesday, 15 May 2019  

Session Time:08:15  

Session Name:Diffusion MRI: Image Reconstruction  

Program Number:3354  

Presentation Time:08:15   

Room Number:Exhibition Hall  

Computer Number:Computer 16  

Phase-Error-Free Multi-shot 3D DWI using Filtered Back Projection Reconstruction

Author:Hai Luo  Gaojie Zhu  Xiang Zhou  Chao Wang  Bei Lv  Xia Liu  Ziyue Wu  

Institution:AllTech Medical Systems  Alltech Medical System America  

Session Type:Digital Poster  

Session Date:Wednesday, 15 May 2019  

Session Time:08:15  

Session Name:Diffusion MRI: Image Reconstruction  

Program Number:3360  

Presentation Time:08:15   

Room Number:Exhibition Hall  

Computer Number:Computer 22  

Pseudo-3D Diffusion-Weighted Imaging of the Brain using Echo Planar Imaging with Compressed SENSE (EPICS)

Author:Kosuke Morita  Masami Yoneyama  Takeshi Nakaura  Seitaro Oda  Masahiro Hatemura  Yasuyuki Yamashita  

Institution:Kumamoto University  Philips Japan  

Session Type:Digital Poster  

Session Date:Wednesday, 15 May 2019  

Session Time:08:15  

Session Name:Diffusion MRI: Image Reconstruction  

Program Number:3355  

Presentation Time:08:15   

Room Number:Exhibition Hall  

Computer Number:Computer 17  

Rapid and Accurate NODDI Parameter Estimation with the Spherical Mean Technique

Author:Ryan Cabeen  Farshid Sepehrband  Arthur Toga  

Institution:Keck School of Medicine of USC  

Session Type:Digital Poster  

Session Date:Wednesday, 15 May 2019  

Session Time:08:15  

Session Name:Diffusion MRI: Image Reconstruction  

Program Number:3363  

Presentation Time:08:15   

Room Number:Exhibition Hall  

Computer Number:Computer 25  

Self-navigated Half-Fourier Multi-shot Echo-planar DWI Reconstructions for Brain Imaging

Author:Malte Steinhoff  Kay Nehrke  Peter Börnert  Alfred Mertins  

Institution:Philips Research Hamburg  University of Lübeck  LUMC  

Session Type:Digital Poster  

Session Date:Wednesday, 15 May 2019  

Session Time:08:15  

Session Name:Diffusion MRI: Image Reconstruction  

Program Number:3345  

Presentation Time:08:15   

Room Number:Exhibition Hall  

Computer Number:Computer 7  

Simultaneous Multi-Slice Diffusion MR Reconstruction using Coil-Combined Split Slice-GRAPPA

Author:Kazem Hashemizadeh  Rong-Rong Chen  Edward V. DiBella  Leslie Ying  Ganesh Adluru  

Institution:University at Buffalo, The State University of New York  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:3340  

Presentation Time:08:15   

Room Number:Exhibition Hall  

Computer Number:Computer 2  

Super-Resolution Diffusion Imaging using Deep Learning: A Feasibility Study

Author:Nahla Elsaid  Yu-Chien Wu  

Institution:Indiana University  Indiana Alzheimer Disease Center  

Session Type:Digital Poster  

Session Date:Wednesday, 15 May 2019  

Session Time:08:15  

Session Name:Diffusion MRI: Image Reconstruction  

Program Number:3348  

Presentation Time:08:15   

Room Number:Exhibition Hall  

Computer Number:Computer 10  

Super-Resolution Hybrid Diffusion Imaging (SR-HYDI)

Author:Nahla Elsaid  Pierrick Coupé  Yu-Chien Wu  

Institution:Indiana University  PICTURA  Indiana Alzheimer Disease Center  

Session Type:Digital Poster  

Session Date:Wednesday, 15 May 2019  

Session Time:08:15  

Session Name:Diffusion MRI: Image Reconstruction  

Program Number:3349  

Presentation Time:08:15   

Room Number:Exhibition Hall  

Computer Number:Computer 11  

Use of self-navigation to enable efficient 3D DWI SE-EPI multislab multiband imaging

Author:Steen Moeller  Sudhir Ramanna  Edward Auerbach  Pramod Pisharady  Christophe Lenglet  Mehmet Akcakaya  Kamil Ugurbil  

Institution:University of Minnesota  

Session Type:Digital Poster  

Session Date:Wednesday, 15 May 2019  

Session Time:08:15  

Session Name:Diffusion MRI: Image Reconstruction  

Program Number:3342  

Presentation Time:08:15   

Room Number:Exhibition Hall  

Computer Number:Computer 4  

Whole-brain DTI at 860 µm isotropic resolution in 10 minutes on a commercial 3T Scanner

Author:Yunsong Liu  Congyu Liao  Kawin Setsompop  Justin Haldar  

Institution:Martinos Center for Biomedical Imaging  University of Southern California  

Session Type:Digital Poster  

Session Date:Wednesday, 15 May 2019  

Session Time:08:15  

Session Name:Diffusion MRI: Image Reconstruction  

Program Number:3352  

Presentation Time:08:15   

Room Number:Exhibition Hall  

Computer Number:Computer 14