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Automated Deep Learning based 3D Hip Segmentation in PD-weighted MR images of a large-scale cohort study

Author:Marc Fischer  Sven Walter  Christian Klinger  Thomas Küstner  Bin Yang  Mike Notohamiprodjo  Fritz Schick  

Institution:University Hospital Tübingen  University of Stuttgart  King's College London  King's College London  

Session Type:Oral  

Session Date:Wednesday, 15 May 2019  

Session Time:13:30  

Session Name:Image Processing & Analysis  

Program Number:0840  

Presentation Time:15:18   

Room Number:Room 510A-D  

Computer Number:

Automated organ segmentation of liver and spleen in whole-body T1-weighted MR images: Transfer learning between epidemiological cohort studies

Author:Thomas Kuestner  Sarah Müller  Marc Fischer  Martin Schwartz  Petros Martirosian  Bin Yang  Fritz Schick  Sergios Gatidis  

Institution:King's College London  King's College London  University Hospital Tübingen  University of Stuttgart  

Session Type:Digital Poster  

Session Date:Thursday, 16 May 2019  

Session Time:13:45  

Session Name:Segmentation 1  

Program Number:4730  

Presentation Time:13:45   

Room Number:Exhibition Hall  

Computer Number:Computer 12  

Automated whole-body adipose tissue segmentation in T1-weighted fast spin echo imaging in a cohort of subjects at increased risk for type 2 diabetes

Author:Thomas Kuestner  Martin Schwartz  Yipin Zhu  Petros Martirosian  Bin Yang  Sergios Gatidis  Jürgen Machann  Fritz Schick  

Institution:King's College London  King's College London  University Hospital Tübingen  University of Stuttgart  

Session Type:Power Pitch  

Session Date:Wednesday, 15 May 2019  

Session Time:08:15  

Session Name:Pitch: Machine Learning Unleashed 2  

Program Number:0667  

Presentation Time:08:15   

Room Number:Power Pitch Theater A - Exhibition Hall  

Computer Number:

Automated whole-body adipose tissue segmentation in T1-weighted fast spin echo imaging in a cohort of subjects at increased risk for type 2 diabetes

Feature Reduction and Selection: a Study on their Importance in the Context of Radiomics

Author:Annika Liebgott  Janik Steyer-Ege  Tobias Hepp  Thomas Küstner  Konstantin Nikolaou  Bin Yang  Sergios Gatidis  

Institution:King's College London/St Thomas' Hospital  University Hospital of Tuebingen  University of Stuttgart  

Session Type:Digital Poster  

Session Date:Thursday, 16 May 2019  

Session Time:13:45  

Session Name:Machine Learning for Prediction & Image Analysis  

Program Number:4869  

Presentation Time:13:45   

Room Number:Exhibition Hall  

Computer Number:Computer 151  

Generation of globally consistent non-confidential MRI data using deep generative adversarial networks

Author:Karim Armanious  Mario Döbler  Bin Yang  Sergios Gatidis  

Institution:University Hospital Tübingen  University of Stuttgart  

Session Type:Power Pitch  

Session Date:Tuesday, 14 May 2019  

Session Time:13:30  

Session Name:Pitch: Machine Learning Unleashed 1  

Program Number:0466  

Presentation Time:13:30   

Room Number:Power Pitch Theater B - Exhibition Hall  

Computer Number:

Generation of globally consistent non-confidential MRI data using deep generative adversarial networks

Author:Karim Armanious  Mario Döbler  Bin Yang  Sergios Gatidis  

Institution:University Hospital Tübingen  University of Stuttgart  

Session Type:Power Pitch Poster  

Session Date:Tuesday, 14 May 2019  

Session Time:14:30  

Session Name:Poster: Machine Learning Unleashed 1  

Program Number:0466  

Presentation Time:14:30   

Room Number:Power Pitch Theater B - Exhibition Hall  

Computer Number:Plasma 17  

Longitudinal Analysis of Spontaneous Mechanical Activities in Resting Leg Musculature Assessed by Diffusion-Weighted Imaging: Preliminary Results

Reinforcement Learning for Automated Reference-free MR Image Quality Assessment

Retrospective motion correction using deep learning

Author:Thomas Kuestner  Bin Yang  Fritz Schick  Sergios Gatidis  Karim Armanious  

Institution:King's College London  King's College London  University Hospital Tübingen  University of Stuttgart  

Session Type:Oral  

Session Date:Monday, 13 May 2019  

Session Time:08:15  

Session Name:Freeze It: Managing Motion in MRI  

Program Number:0075  

Presentation Time:10:03   

Room Number:Room 512A-H  

Computer Number:

Whole-Body Mapping of Spontaneous Mechanical Activities in Musculature

Author:Martin Schwartz  Petros Martirosian  Thomas Küstner  Günter Steidle  Thorsten Feiweier  Bin Yang  Fritz Schick  

Institution:Siemens Healthcare GmbH  Siemens Healthcare GmbH  University Hospital of Tübingen  University of Stuttgart  King’s College London, St. Thomas’ Hospital  

Session Type:Digital Poster  

Session Date:Monday, 13 May 2019  

Session Time:08:15  

Session Name:Muscle 1  

Program Number:1266  

Presentation Time:08:15   

Room Number:Exhibition Hall  

Computer Number:Computer 8