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Deep Learning Based MRS Metabolite Quantification: CNN and ResNet versus Non Linear Least Square Fitting

Author:Federico Turco Irena Zubak Johannes Slotboom

Session Type:Digital Poster

Session Date:Tuesday, 18 May 2021

Topic:Spectroscopy: Acq/Recon/Analysis

Session Name:Spectroscopy: Analysis/Quantification

Program Number:2018

Room Session:Concurrent 2

Institution:Institute of Diagnostic and Interventional Neuroradiology / SCAN, University Hospital Bern and Inselspital, University Bern Neurosurgery, University Hospital Bern and Inselspital, University Bern

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Quantification of 2D-MRSI Datasets using Random Forest Regression Comparing to Prior Knowledge Based Spectral Fitting applied to Brain Tumors

Author:Brigitte Schweisthal Federico Turco Raphael Meier Irena Zubak Johannes Slotboom

Session Type:Digital Poster

Session Date:Tuesday, 18 May 2021

Topic:Spectroscopy: Acq/Recon/Analysis

Session Name:Spectroscopy: Analysis/Quantification

Program Number:2019

Room Session:Concurrent 2

Institution:University Hospital and Inselspital, University Bern

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Simultaneous Water and Lipid Suppression Using Chemical Selective Adiabatic Refocusing Pulses Echo Planar Spectroscopic Imaging (EPSI) at 7T

Author:Guodong Weng Sulaiman Sheriff Claus Kiefer Irena Zubak Andrew Maudsley Johannes Slotboom

Session Type:Digital Poster

Session Date:Tuesday, 18 May 2021

Topic:Spectroscopy: Acq/Recon/Analysis

Session Name:Spectroscopy: Acq/Recon/Analysis

Program Number:1985

Room Session:Concurrent 2

Institution:Inselspital Bern and University Hospital University of Bern University of Miami School of Medicine

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SLOW: Whole Brain Spectral Editing EPSI Based Technique using Chemical Selective Adiabatic 2p-Refocusing Pulses applied to 2HG and GABA Editing

Author:Guodong Weng Claus Kiefer Irena Zubak Johannes Slotboom

Session Type:Digital Poster

Session Date:Tuesday, 18 May 2021

Topic:Spectroscopy: Acq/Recon/Analysis

Session Name:Spectroscopy: Acq/Recon/Analysis

Program Number:1990

Room Session:Concurrent 2

Institution:Inselspital Bern and University Hospital University of Bern

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Displaying 1 - 4 of 4

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Deep Learning Based MRS Metabolite Quantification: CNN and ResNet versus Non Linear Least Square Fitting

Quantification of 2D-MRSI Datasets using Random Forest Regression Comparing to Prior Knowledge Based Spectral Fitting applied to Brain Tumors

Simultaneous Water and Lipid Suppression Using Chemical Selective Adiabatic Refocusing Pulses Echo Planar Spectroscopic Imaging (EPSI) at 7T

SLOW: Whole Brain Spectral Editing EPSI Based Technique using Chemical Selective Adiabatic 2p-Refocusing Pulses applied to 2HG and GABA Editing