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Active learning for automated reference-free MR image quality assessment: decreasing the number of required training samples by reduction of intra-batch redundancy.

Author:Annika Liebgott  Damian Boborzi  Sergios Gatidis  Fritz Schick  Konstantin Nikolaou  Bin Yang  Thomas Küstner  

Author Institution:University Hospital of Tuebingen  University of Stuttgart  

Session Type:Traditional Poster  

Session Date:Thursday, 21 June 2018  

Session Time:08:00  

Session:Image Analysis & Post-Acquisition Computing  

Program Number:2858  

Presentation Time:

Room Number:Exhibition Hall 2828-2863  

Computer Number:

Motion artifact quantification and localization for whole-body MRI

Motion artifact quantification and localization for whole-body MRI

Simultaneous detection and identification of MR artifact types in whole-body imaging

Author:Thomas Kuestner  Ke Liu  Annika Liebgott  Lukas Mauch  Petros Martirosian  Fabian Bamberg  Konstantin Nikolaou  Bin Yang  Fritz Schick  Sergios Gatidis  

Author Institution:University Hospital of Tuebingen  University of Stuttgart  

Session Type:Power Pitch  

Session Date:Tuesday, 19 June 2018  

Session Time:13:45  

Session:Pitch: Machine Learning Unleashed  

Program Number:0430  

Presentation Time:13:45  

Room Number:Power Pitch Theater A - Exhibition Hall  

Computer Number:

Simultaneous detection and identification of MR artifact types in whole-body imaging