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Late feature fusion and GAN-based augmentation for generalizable cardiac MRI segmentation

Author:Yasmina Al Khalil  Sina Amirrajab  Cristian Lorenz  Jürgen Weese  Josien Pluim  Marcel Breeuwer  

Session Type:Digital Poster  

Session Date:Tuesday, 10 May 2022  

Topic:Module 18: Cardiac  

Session Name:Cardiac Anatomy & Tissue Characterization V  

Program Number:1755  

Room Session:Exhibition Hall:S8 & S9  

Institution:Eindhoven University of Technology  Philips Research Laboratories  Philips Healthcare, MR R&D - Clinical Science  

Reducing the impact of texture on deep-learning brain tissue segmentation networks trained with simulated MR images

Author:Yasmina Al Khalil  Aymen Ayaz  Cristian Lorenz  Jürgen Weese  Josien Pluim  Marcel Breeuwer  

Session Type:Digital Poster  

Session Date:Wednesday, 11 May 2022  

Topic:Module 22: Processing & Analysis  

Session Name:Processing & Analysis: Segmentation I  

Program Number:2157  

Room Session:Exhibition Hall:S8 & S9  

Institution:Eindhoven University of Technology  Philips Research Laboratories  Philips Healthcare, MR R&D - Clinical Science  

sim2real: Cardiac MR image simulation-to-real translation via unsupervised GANs

Author:Sina Amirrajab  Yasmina Al Khalil  Cristian Lorenz  Jürgen Weese  Josien Pluim  Marcel Breeuwer  

Session Type:Digital Poster  

Session Date:Tuesday, 10 May 2022  

Topic:Module 18: Cardiac  

Session Name:Cardiac Anatomy & Tissue Characterization V  

Program Number:1762  

Room Session:Exhibition Hall:S8 & S9  

Institution:Eindhoven University of Technology  Philips Research Laboratories  Philips Healthcare