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Application of a k-Space Interpolating Artificial Neural Network to In-Plane Accelerated Simultaneous Multislice Imaging for Motion Monitoring

Author:Nikolai Mickevicius  Eric Paulson  Andrew Nencka  

Institution:Medical College of Wisconsin  

Session Type:Power Pitch  

Session Date:Tuesday, 14 May 2019  

Session Time:13:30  

Session Name:Pitch: Machine Learning Unleashed 1  

Program Number:0471  

Presentation Time:13:30   

Room Number:Power Pitch Theater B - Exhibition Hall  

Computer Number:

Application of a k-Space Interpolating Artificial Neural Network to In-Plane Accelerated Simultaneous Multislice Imaging for Motion Monitoring

Author:Nikolai Mickevicius  Eric Paulson  Andrew Nencka  

Institution:Medical College of Wisconsin  

Session Type:Power Pitch Poster  

Session Date:Tuesday, 14 May 2019  

Session Time:14:30  

Session Name:Poster: Machine Learning Unleashed 1  

Program Number:0471  

Presentation Time:14:30   

Room Number:Power Pitch Theater B - Exhibition Hall  

Computer Number:Plasma 22  

Build-a-FLAIR: The synthetic generation of T2-FLAIR contrast from T2-weighted and diffusion metric images through a deep neural network.

Author:Andrew Nencka  Brad Swearingen  Kevin Koch  Michael McCrea  

Institution: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:4864  

Presentation Time:13:45   

Room Number:Exhibition Hall  

Computer Number:Computer 146  

Cascading Classifiers Improve Prostate Segmentation

Author:Ronald Nowling  John Bukowy  Sean McGarry  Andrew Nencka  Jay Urbain  Allison Lowman  Alexandar Barrington  Mark Hohenwalter  Anjishnu Banerjee  Kenneth Iczkowski  Peter LaViolette  

Institution:Medical College of Wisconsin  Milwaukee School of Engineering  

Session Type:Digital Poster  

Session Date:Wednesday, 15 May 2019  

Session Time:15:45  

Session Name:Pelvis: Rounding Out the Bottom  

Program Number:4035  

Presentation Time:15:45   

Room Number:Exhibition Hall  

Computer Number:Computer 6  

Computer Aided Detection of Synovial Abnormalities Near Total Hip Replacements on 3D-MSI MRI using Deep Neural Networks

Author:Kevin Koch  Ruben Stern  Robin Karr  Andrew Nencka  Matthew Koff  Hollis Potter  

Institution:Hospital for Special Surgery  Medical College of Wisconsin  New York University  

Session Type:Digital Poster  

Session Date:Monday, 13 May 2019  

Session Time:08:15  

Session Name:MSK Techniques & Development: Other MSK  

Program Number:1416  

Presentation Time:08:15   

Room Number:Exhibition Hall  

Computer Number:Computer 158  

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  

Effect of Coil Compression on tSNR, DVARS and Computation Time on Simultaneous Multi Slice Imaging

Author:Volkan Emre Arpinar  Kevin Koch  Sampada Bhave  L Tugan Muftuler  Baolian Yang  S Sivaram Kaushik  Suchandrima Banerjee  Andrew Nencka  

Institution:Ge Healthcare  GE Healthcare  Medical College of Wisconsin  

Session Type:Digital Poster  

Session Date:Wednesday, 15 May 2019  

Session Time:14:30  

Session Name:fMRI: Acquisition & Artefacts  

Program Number:3936  

Presentation Time:14:30   

Room Number:Exhibition Hall  

Computer Number:Computer 82  

Effects of imperfect slice separation in simultaneous multi-slice for diffusion kurtosis imaging

Author:L. Tugan Muftuler  Daniel Olson  Volkan Arpinar  Andrew Nencka  

Institution:Medical College of Wisconsin  Medical College of Wisconsins  

Session Type:Digital Poster  

Session Date:Wednesday, 15 May 2019  

Session Time:09:15  

Session Name:Diffusion MRI: Data Acquisition  

Program Number:3512  

Presentation Time:09:15   

Room Number:Exhibition Hall  

Computer Number:Computer 4  

Effects of Tract Length in White Matter Alterations After Sports-Related Concussion: A Diffusion MRI Study from the NCAA-DoD CARE Consortium

Highly Accelerated Simultaneous Multislice Projection Imaging

Author:Nikolai Mickevicius  L. Tugan Muftuler  Andrew Nencka  Eric Paulson  

Institution:Medical College of Wisconsin  

Session Type:Digital Poster  

Session Date:Thursday, 16 May 2019  

Session Time:13:45  

Session Name:Image Reconstruction I  

Program Number:4755  

Presentation Time:13:45   

Room Number:Exhibition Hall  

Computer Number:Computer 37  

Longitudinal White-Matter Abnormalities in Sports-Related Concussion: A Study of Diffusion Magnetic Resonance Imaging from the NCAA-DoD CARE Consortium

Optimization of cardiac functional magnetic resonance imaging at 7T

Author:El-Sayed Ibrahim  V Emre Arpinar  L Tugan Muftuler  Andrew Nencka  Kevin Koch  

Institution:Medical College of Wisconsin  

Session Type:Digital Poster  

Session Date:Monday, 13 May 2019  

Session Time:16:00  

Session Name:Myocardial Function & Deformation 1  

Program Number:2119  

Presentation Time:16:00   

Room Number:Exhibition Hall  

Computer Number:Computer 169  

Optimization of Simultaneous Multi-slice Imaging with Autocalibrating Reconstruction for Cartesian Imaging Parameters for Human Connectome Type Protocol

Author:Volkan Emre Arpinar  Kevin Koch  Sampada Bhave  L Tugan Muftuler  S Sivaram Kaushik  Baolian Yang  Suchandrima Banerjee  Andrew Nencka  

Institution:Ge Healthcare  GE Healthcare  Medical College of Wisconsin  

Session Type:Digital Poster  

Session Date:Wednesday, 15 May 2019  

Session Time:14:30  

Session Name:fMRI: Acquisition & Artefacts  

Program Number:3949  

Presentation Time:14:30   

Room Number:Exhibition Hall  

Computer Number:Computer 95  

Pileup Artifact Correction Near Metal Implants Using Deep Neural Networks and Spectral K-Space Modulation

Author:Kevin Koch  Robin Karr  Andrew Nencka  

Institution:Medical College of Wisconsin  

Session Type:Digital Poster  

Session Date:Thursday, 16 May 2019  

Session Time:09:15  

Session Name:Artifacts, Implants & Corrections  

Program Number:4604  

Presentation Time:

Room Number:Exhibition Hall  

Computer Number:Computer 60  

Pseudo-Cartesian k-Space Interpolation Using Artificial Neural Networks

Author:Nikolai Mickevicius  Eric Paulson  Andrew Nencka  

Institution:Medical College of Wisconsin  

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:4657  

Presentation Time:09:15   

Room Number:Exhibition Hall  

Computer Number:Computer 114  

QSM Detects Post-Concussion Changes in Subcortical Gray Matter Susceptibility

Author:Kevin Koch  Brad Swearingen  Robin Karr  Andrew Nencka  L. Tugan Muftuler  Timothy Meier  Michael McCrea  

Institution:Medical College of Wisconsin  

Session Type:Digital Poster  

Session Date:Tuesday, 14 May 2019  

Session Time:15:45  

Session Name:Clinical Traumatic Brain Injury  

Program Number:3001  

Presentation Time:15:45   

Room Number:Exhibition Hall  

Computer Number:Computer 8  

QSM Inversion Through Parcellated Deep Neural Networks

Author:Juan Liu  Robin Karr  Brad Swearingen  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:14:45  

Session Name:QSM  

Program Number:4926  

Presentation Time:14:45   

Room Number:Exhibition Hall  

Computer Number:Computer 33  

Rapid Abdominal Imaging Using Highly Accelerated Projection Imaging (HAPI

Author:L. Tugan Muftuler  Nikolai Mickevicius  Andrew Nencka  Eric Paulson  

Institution:Medical College of Wisconsin  

Session Type:Digital Poster  

Session Date:Tuesday, 14 May 2019  

Session Time:08:15  

Session Name:Image Reconstruction  

Program Number:2438  

Presentation Time:08:15   

Room Number:Exhibition Hall  

Computer Number:Computer 140  

Slice Timing Effects on Spectral Dynamic Causal Modeling

Author:Cole Cook  Guyjoon Hwang  Veena Nair  Jedidiah Mathis  Andrew Nencka  Jeffery Binder  Mary Meyerand  

Institution:Medical College of Wisconsin  University of Wisconsin - Madison  

Session Type:Digital Poster  

Session Date:Wednesday, 15 May 2019  

Session Time:14:30  

Session Name:fMRI: Connectivity Methods  

Program Number:3873  

Presentation Time:14:30   

Room Number:Exhibition Hall  

Computer Number:Computer 19