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A deep autoencoder method for image quality assessment

Author:Andre Maximo  Chitresh Bhushan  Desmond Yeo  Thomas Foo  

Institution:GE Global Research  Ge Healthcare  GE Healthcare  

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:4849  

Presentation Time:13:45   

Room Number:Exhibition Hall  

Computer Number:Computer 131  

A generalized deep learning framework for multi-landmark intelligent slice placement using standard tri-planar 2D localizers

Author:Dattesh Shanbhag  Chitresh Bhushan  Andre Maximo  Arathi Sreekumari  Dan Rettmann  Dawei Gui  Anja Kammeier  Uday Patil  Rakesh Mullick  Teck Beng Desmond Yeo  Thomas Foo  

Institution:GE Global Research  Ge Healthcare  GE Healthcare  

Session Type:Power Pitch  

Session Date:Wednesday, 15 May 2019  

Session Time:08:15  

Session Name:Pitch: Machine Learning Unleashed 2  

Program Number:0670  

Presentation Time:08:15   

Room Number:Power Pitch Theater A - Exhibition Hall  

Computer Number:

A generalized deep learning framework for multi-landmark intelligent slice placement using standard tri-planar 2D localizers

Author:Dattesh Shanbhag  Chitresh Bhushan  Andre Maximo  Arathi Sreekumari  Dan Rettmann  Dawei Gui  Anja Kammeier  Uday Patil  Rakesh Mullick  Teck Beng Desmond Yeo  Thomas Foo  

Institution:GE Global Research  Ge Healthcare  GE Healthcare  

Session Type:Power Pitch Poster  

Session Date:Wednesday, 15 May 2019  

Session Time:09:15  

Session Name:Poster: Machine Learning Unleashed 2  

Program Number:0670  

Presentation Time:09:15   

Room Number:Power Pitch Theater A - Exhibition Hall  

Computer Number:Plasma 4  

A light-weight, flexible head and neck coil design for a patient-friendly MR-only Radiation Therapy workflow

Author:Cristina Cozzini  Chad Bobb  Mathias Engström  Sandeep Kaushik  Robert Molthen  Dan Rettmann  Venkat Goruganti  Wen-Yang Chiang  Florian Wiesinger  

Institution:GE Global Research  Ge Healthcare  GE Healthcare  NeoCoil  

Session Type:Digital Poster  

Session Date:Monday, 13 May 2019  

Session Time:09:15  

Session Name:MRI Unplugged: Wireless, Portable & Flexible  

Program Number:1548  

Presentation Time:09:15   

Room Number:Exhibition Hall  

Computer Number:Computer 115  

Analysis of B0 Eddy Current in Superconducting MRI System Involving Main Coil Circuit

Author:Yihe Hua  Teck Beng Yeo  Thomas Foo  

Institution:GE Global Research  

Session Type:Digital Poster  

Session Date:Monday, 13 May 2019  

Session Time:09:15  

Session Name:B0 Field Management & Shimming  

Program Number:1463  

Presentation Time:09:15   

Room Number:Exhibition Hall  

Computer Number:Computer 30  

Artifact correction in spiral trajectory with high gradient performance

Author:Daehun Kang  Uten Yarach  Joshua Trzasko  Myung-Ho In  Erin Gray  Ek Tsoon Tan  Nolan Meyer  Thomas Foo  Yunhong Shu  John Huston  Matt Bernstein  

Institution:GE Global Research  Mayo Clinic  Mayo Clinic  

Session Type:Digital Poster  

Session Date:Thursday, 16 May 2019  

Session Time:09:15  

Session Name:Artifacts, Implants & Corrections  

Program Number:4596  

Presentation Time:

Room Number:Exhibition Hall  

Computer Number:Computer 52  

Compact 3T MRI for imaging patients with implanted devices: Maximum gradient slew rate considerations

Author:Matt Bernstein  Heidi Edmonson  Yihe Hua  Robert Watson  John Huston III  Joel Felmlee  Thomas Foo  Yunhong Shu  

Institution:GE Global Research  Mayo Clinic  Mayo Clinic  

Session Type:Digital Poster  

Session Date:Wednesday, 15 May 2019  

Session Time:15:45  

Session Name:RF & Gradient Safety Methods  

Program Number:4197  

Presentation Time:15:45   

Room Number:Exhibition Hall  

Computer Number:Computer 172  

Compact 3T MRI for imaging patients with implanted devices: RF and SAR consideration

Author:Yunhong Shu  Nolan Meyer  Lydia Bardwell  Matthew Tarasek  Yihe Hua  Robert Watson  Krzysztof Gorny  Heidi Edmonson  Joel Felmlee  Thomas Foo  Matt Bernstein  

Institution:GE Global Research  Mayo Clinic  Mayo Clinic  

Session Type:Digital Poster  

Session Date:Wednesday, 15 May 2019  

Session Time:15:45  

Session Name:RF & Gradient Safety Methods  

Program Number:4189  

Presentation Time:15:45   

Room Number:Exhibition Hall  

Computer Number:Computer 164  

Conditional adversarial network for segmentation with simple loss function

Author:Andre Maximo  Chitresh Bhushan  

Institution:GE Global Research  Ge Healthcare  GE Healthcare  

Session Type:Digital Poster  

Session Date:Thursday, 16 May 2019  

Session Time:13:45  

Session Name:Segmentation 1  

Program Number:4737  

Presentation Time:13:45   

Room Number:Exhibition Hall  

Computer Number:Computer 19  

Control synchronization of power supplies and gradient amplifiers for better utilization of energy storage in MRI scanner

Author:Yash-Veer Singh  Juan Sabate  Ruxi Wang  Viswanathan Kanakasabai  Krishna Mainali  Huan Hu  

Institution:GE Global Research  GE GR JFW Technology Center  

Session Type:Digital Poster  

Session Date:Monday, 13 May 2019  

Session Time:09:15  

Session Name:Dielectrics, Decoupling, Switching & Control  

Program Number:1571  

Presentation Time:09:15   

Room Number:Exhibition Hall  

Computer Number:Computer 138  

Deep Learning based displacement transform estimation for EPI distortion correction

Author:Dattesh Shanbhag  Chitresh Bhushan  

Institution:GE Global Research  

Session Type:Digital Poster  

Session Date:Wednesday, 15 May 2019  

Session Time:08:15  

Session Name:Diffusion MRI: Artefact Correction  

Program Number:3406  

Presentation Time:08:15   

Room Number:Exhibition Hall  

Computer Number:Computer 68  

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

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  

Denoising of Diffusion MRI Improves Peripheral Nerve Conspicuity and Reproducibility

Author:Jaemin Shin  Jahnavi Curlin  Ek Tsoon Tan  Maggie Fung  Darryl Sneag  

Institution:GE Global Research  Ge Healthcare  GE Healthcare  Hospital for Special Surgery  

Session Type:Power Pitch  

Session Date:Monday, 13 May 2019  

Session Time:13:45  

Session Name:Pitch: MSK Power Pitch  

Program Number:0132  

Presentation Time:13:45   

Room Number:Power Pitch Theater B - Exhibition Hall  

Computer Number:

Denoising of Diffusion MRI Improves Peripheral Nerve Conspicuity and Reproducibility

Author:Jaemin Shin  Jahnavi Curlin  Ek Tsoon Tan  Maggie Fung  Darryl Sneag  

Institution:GE Global Research  Ge Healthcare  GE Healthcare  Hospital for Special Surgery  

Session Type:Power Pitch Poster  

Session Date:Monday, 13 May 2019  

Session Time:14:45  

Session Name:Poster: MSK Power Poster  

Program Number:0132  

Presentation Time:14:45   

Room Number:Power Pitch Theater B - Exhibition Hall  

Computer Number:Plasma 21  

Distortion dominates fibre tracking of the optic chiasm – an evaluation of ultra-high angular resolution compared to low-distortion diffusion MRI on a Compact 3T

Fibre Tracking of the Arcuate Fasciculus at High Spatial and Angular Resolution

GAN based continuous pseudo-CT computation for PET/MR attenuation correction and MR-guided radiation therapy planning

Author:Sandeep Kaushik  Dattesh Shanbhag  Andrew Leynes  Cristina Cozzini  Anuprriya Gogna  Peder Larson  Florian Wiesinger  

Institution:GE Global Research  Ge Healthcare  GE Healthcare  UCSF  

Session Type:Digital Poster  

Session Date:Wednesday, 15 May 2019  

Session Time:16:45  

Session Name:Molecular & Metabolic Imaging: Technical Developments & Novel Applications  

Program Number:4337  

Presentation Time:16:45   

Room Number:Exhibition Hall  

Computer Number:Computer 137  

GAN based transformation of pathology data into its normative state for interventional neuro-therapy planning

Author:Arathi Sreekumari  Sandeep Kaushik  Suresh Joel  Dattesh Shanbhag  

Institution:GE Global Research  

Session Type:Digital Poster  

Session Date:Tuesday, 14 May 2019  

Session Time:14:30  

Session Name:Brain Tumors: Pre-Treatment  

Program Number:2870  

Presentation Time:14:30   

Room Number:Exhibition Hall  

Computer Number:Computer 49  

Gradient nonlinearity-induced bias calibration and correction in diffusion imaging using DIADEM and a simple, uniform gel phantom

Author:Myung-Ho In  Uten Yarach  Daehun Kang  Ek Tsoon Tan  Erin Gray  Nolan Meyer  Joshua Trzasko  Yunhong Shu  John Huston  Matt Bernstein  

Institution:Department of Radiology, Mayo Clinic  GE Global Research  

Session Type:Digital Poster  

Session Date:Wednesday, 15 May 2019  

Session Time:08:15  

Session Name:Diffusion MRI: Artefact Correction  

Program Number:3400  

Presentation Time:08:15   

Room Number:Exhibition Hall  

Computer Number:Computer 62  

High Gradient Amplitude and High Slew Rate Oscillating Gradient Diffusion-Encoding for Human Brain Imaging

High Gradient Amplitude and High Slew Rate Oscillating Gradient Diffusion-Encoding for Human Brain Imaging

Impact of attenuation correction on image-derived input function and cerebral blood flow quantification with simultaneous [15O]-water PET/MRI

Author:Trine Hjoernevik  Mohammad Khalighi  Sandeep Kaushik  Yosuke Ishii  Greg Zaharchuk  Audrey Fan  

Institution:GE Global Research  Oslo University Hospital  Stanford Unversity  Tokyo Medical and Dental University  

Session Type:Power Pitch  

Session Date:Monday, 13 May 2019  

Session Time:16:00  

Session Name:Pitch: Molecular & Metabolic Imaging  

Program Number:0265  

Presentation Time:16:00   

Room Number:Power Pitch Theater C - Exhibition Hall  

Computer Number:

Impact of attenuation correction on image-derived input function and cerebral blood flow quantification with simultaneous [15O]-water PET/MRI

Author:Trine Hjoernevik  Mohammad Khalighi  Sandeep Kaushik  Yosuke Ishii  Greg Zaharchuk  Audrey Fan  

Institution:GE Global Research  Oslo University Hospital  Stanford Unversity  Tokyo Medical and Dental University  

Session Type:Power Pitch Poster  

Session Date:Monday, 13 May 2019  

Session Time:17:00  

Session Name:Poster: Molecular & Metabolic Imaging  

Program Number:0265  

Presentation Time:17:00   

Room Number:Power Pitch Theater C - Exhibition Hall  

Computer Number:Plasma 44  

Initial imaging experience with a head gradient (MAGNUS) at 3.0T operating at 200 mT/m and 500 T/m/s

Joint estimation of activity and attenuation using 68Ga-PSMA TOF PET/MR in patients with hip endoprosthesis

Leveraging conditional GANs with adaptive loss balancing for MRI sparse reconstruction.

Author:Itzik Malkiel  Sangtae Ahn  Valentina Taviani  Anne Menini  Zachary Slavens  Christopher Hardy  

Institution:GE Global Research  Ge Healthcare  GE Healthcare  

Session Type:Power Pitch  

Session Date:Tuesday, 14 May 2019  

Session Time:13:30  

Session Name:Pitch: Machine Learning Unleashed 1  

Program Number:0474  

Presentation Time:13:30   

Room Number:Power Pitch Theater B - Exhibition Hall  

Computer Number:

Leveraging conditional GANs with adaptive loss balancing for MRI sparse reconstruction.

Author:Itzik Malkiel  Sangtae Ahn  Valentina Taviani  Anne Menini  Zachary Slavens  Christopher Hardy  

Institution:GE Global Research  Ge Healthcare  GE Healthcare  

Session Type:Power Pitch Poster  

Session Date:Tuesday, 14 May 2019  

Session Time:14:30  

Session Name:Poster: Machine Learning Unleashed 1  

Program Number:0474  

Presentation Time:14:30   

Room Number:Power Pitch Theater B - Exhibition Hall  

Computer Number:Plasma 25  

Magnetic resonance spectroscopic imaging of hyperpolarized [1-13C]pyruvate in glioblastoma: a promising tool for investigating tumor metabolism and heterogeneity.

Manganese-based macrocyclic chelates as a potential novel MRI contrast agent – relaxometry & imaging

Author:Wibeke Nordhøy  Robin Bugge  Tuva Hope  Deirdre Cassidy  Brian Bales  Atle Bjørnerud  

Institution:GE Global Research  GE Healthcare Life Sciences  Oslo University Hospital  Oslo University  

Session Type:Digital Poster  

Session Date:Thursday, 16 May 2019  

Session Time:14:45  

Session Name:Relaxometry  

Program Number:4987  

Presentation Time:14:45   

Room Number:Exhibition Hall  

Computer Number:Computer 94  

Measurement of 23Na MRI point-spread function (PSF) using a 3D printing resolution phantom

Author:Paul Polak  Rolf Schulte  Michael Noseworthy  

Institution:GE Global Research  McMaster University  St. Joseph's Healthcare  

Session Type:Digital Poster  

Session Date:Tuesday, 14 May 2019  

Session Time:09:15  

Session Name:Other Nuclei MR  

Program Number:2515  

Presentation Time:09:15   

Room Number:Exhibition Hall  

Computer Number:Computer 42  

Motion tracking using simultaneous MR and 4D ultrasound acquisition for image guided radiation therapy

Author:Thomas Foo  Bo Wang  Jhimli Mitra  David Mills  L Scott Smith  Heather Chan  Aqsa Patel  Shourya Sarcar  Eric Fiveland  Warren Lee  Sydney Jupitz  Alan McMillan  James Holmes  Wes Culberson  Michael Bassetti  Andrew Shepard  Bryan Bednarz  

Institution:GE Global Research  University of Wisconsin  

Session Type:Digital Poster  

Session Date:Wednesday, 15 May 2019  

Session Time:13:30  

Session Name:Non-Thermal Interventional MRI  

Program Number:3839  

Presentation Time:13:30   

Room Number:Exhibition Hall  

Computer Number:Computer 160  

MR to pseudo CT conversion:  Combining Deep-Learning and Analytical Image Processing

Progress toward on-line implementation of vendor-provided prospective correction for non-uniform diffusion weighting due to gradient nonlinearity

Towards motion-robust MRI – Autonomous motion timing and correction during MR scanning using multi-coil data and a deep-learning neural network

Author:Rafi Brada  Michael Rotman  Ron Wein  Sangtae Ahn  Itzik Malkiel  Christopher Hardy  

Institution:GE Global Research  

Session Type:Digital Poster  

Session Date:Thursday, 16 May 2019  

Session Time:08:15  

Session Name:Motion Correction: Brain  

Program Number:4438  

Presentation Time:08:15   

Room Number:Exhibition Hall  

Computer Number:Computer 65  

Zero TE based pseudo CT conversion: impact of different HU value assignment methods for bones in the Head.

Author:Cristina Cozzini  Mikael Bylund  Sandeep Kaushik  Joakim Jonsson  Josef Lundman  Mathias Engström  Tufve Nyholm  Florian Wiesinger  

Institution:GE Global Research  Ge Healthcare  GE Healthcare  Umeå University  

Session Type:Digital Poster  

Session Date:Tuesday, 14 May 2019  

Session Time:08:15  

Session Name:Cancer Detection & Monitoring  

Program Number:2386  

Presentation Time:08:15   

Room Number:Exhibition Hall  

Computer Number:Computer 88