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:

Automated segmentation of abdominal organs in T1-weighted MR images using a deep learning approach: application on a large epidemiological MR study

Author:Thomas Küstner  Marc Fischer  Sarah Müller  Daniel Guttmann  Konstantin Nikolaou  Fabian Bamberg  Bin Yang  Fritz Schick  Sergios Gatidis  

Author Institution:University of Stuttgart  University of Tübingen  

Session Type:Electronic Poster  

Session Date:Monday, 18 June 2018  

Session Time:14:45  

Session:Machine Learning for Image Analysis  

Program Number:3486  

Presentation Time:

Room Number:Exhibition Hall  

Computer Number:Computer 54  

Improved Spontaneous Activity Maps of Resting Skeletal Musculature by surface EMG-based Contraction Pattern Classification

Author:Martin Schwartz  Günter Steidle  Petros Martirosian  Michael Erb  Bin Yang  Klaus Scheffler  Fritz Schick  

Author Institution:University Hospital of Tübingen  University of Stuttgart  

Session Type:Traditional Poster  

Session Date:Monday, 18 June 2018  

Session Time:08:15  

Session:Muscle  

Program Number:1405  

Presentation Time:

Room Number:Exhibition Hall 1394-1411  

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Improved subsampling trajectory for reliable assessment of cardiac and respiratory motion in 5D MRI for body motion correction

Author:Thomas Küstner  Martin Schwartz  Petros Martirosian  Konstantin Nikolaou  Sergios Gatidis  Bin Yang  Fritz Schick  

Author Institution:University Hospital of Tuebingen  University of Stuttgart  

Session Type:Oral  

Session Date:Tuesday, 19 June 2018  

Session Time:13:45  

Session:Motion Correction: Beyond Gating  

Program Number:0479  

Presentation Time:14:57  

Room Number:S02  

Computer Number:

Motion artifact quantification and localization for whole-body MRI

Motion artifact quantification and localization for whole-body MRI

Random Forest based Calf Muscle Segmentation from MR data incorporating Prior Information

Author:Marc Fischer  Martin Schwartz  Bin Yang  Fritz Schick  

Author Institution:University Hospital of Tübingen  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:2840  

Presentation Time:

Room Number:Exhibition Hall 2828-2863  

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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

Temporal and spatial evaluation of pulmonary blood flow using multiple delay PCASL at 1.5 Tesla