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Deep learning with synthetic data for free water elimination in diffusion MRI

Author:Miguel Molina-Romero  Pedro Gómez  Shadi Albarqouni  Jonathan Sperl  Marion Menzel  Bjoern Menze  

Author Institution:GE Global Research Europe  Technical University of Munich  

Session Type:Traditional Poster  

Session Date:Tuesday, 19 June 2018  

Session Time:08:15  

Session:Diffusion MRI: Acquisition & Reconstruction  

Program Number:1651  

Presentation Time:

Room Number:Exhibition Hall 1613-1655  

Computer Number:

Direct Estimation of Model Parameters in MR Spectroscopic Imaging using Deep Neural Networks

Author:Dhritiman Das  Eduardo Coello  Anjany Sekuboyina  Rolf Schulte  Bjoern Menze  

Author Institution:GE Healthcare  Technical University of Munich  

Session Type:Electronic Poster  

Session Date:Tuesday, 19 June 2018  

Session Time:08:15  

Session:Non-Edited MRS/MRSI  

Program Number:3852  

Presentation Time:

Room Number:Exhibition Hall  

Computer Number:Computer 61  

Estimation of Pharmacokinetic Parameters in Dynamic Contrast Enhanced MRI via Random Forest Regression

Estimation of Pharmacokinetic Parameters in Dynamic Contrast Enhanced MRI via Random Forest Regression

High Resolution Semi-LASER Localized Echo Planar Spectroscopic Imaging at Ultra High Field

Author:Eduardo Coello  Ralph Noeske  Brian Burns  Jeremy Gordon  Angela Jakary  Bjoern Menze  Axel Haase  Peder Larson  Yan Li  Rolf Schulte  

Author Institution:GE Healthcare  Technische Universität München  University of California San Francisco  

Session Type:Electronic Poster  

Session Date:Tuesday, 19 June 2018  

Session Time:08:15  

Session:Non-Edited MRS/MRSI  

Program Number:3846  

Presentation Time:

Room Number:Exhibition Hall  

Computer Number:Computer 55  

Metabolite Quantification of 1H-MRSI spectra in Multiple Sclerosis: A Machine Learning Approach

Author:Dhritiman Das  Mike Davies  Jeremy Chataway  Siddharthan Chandran  Bjoern Menze  Ian Marshall  

Author Institution:Technical University of Munich  University College London  University of Edinburgh  

Session Type:Oral  

Session Date:Monday, 18 June 2018  

Session Time:13:45  

Session:MRS/MRSI Reconstruction & Quantification  

Program Number:0162  

Presentation Time:14:45  

Room Number:S02  

Computer Number:

MRSI Brain Temperature Mapping Using Machine Learning

Author:Dhritiman Das  Michael Thrippleton  Scott Semple  Rolf Schulte  Mike Davies  Bjoern Menze  Ian Marshall  

Author Institution:GE Healthcare  Technical University of Munich  University of Edinburgh  

Session Type:Electronic Poster  

Session Date:Tuesday, 19 June 2018  

Session Time:08:15  

Session:Non-Edited MRS/MRSI  

Program Number:3851  

Presentation Time:

Room Number:Exhibition Hall  

Computer Number:Computer 60  

Simultaneous Magnetic Resonance Angiography and Multiparametric Mapping in the Transient-state

Author:Pedro Gomez  Miguel Molina-Romero  Guido Buonincontri  Bjoern Menze  Marion Menzel  

Author Institution:GE Global Research  IMAGO7 Foundation  Technical University of Munich  

Session Type:Oral  

Session Date:Monday, 18 June 2018  

Session Time:08:15  

Session:Novel Pulse Sequences  

Program Number:0063  

Presentation Time:09:39  

Room Number:N04  

Computer Number: