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3D brain MRI synthesis utilizing 2D SPADE-GAN and 3D CNN architecture

Author:Aymen Ayaz  Ronald de Jong  Samaneh Abbasi-Sureshjani  Sina Amirrajab  Cristian Lorenz  Juergen Weese  Marcel Breeuwer  

Session Type:Digital Poster  

Session Date:Wednesday, 11 May 2022  

Topic:Module 29: Processing & Analysis  

Session Name:Imaging Processing & Analysis  

Program Number:1975  

Room Session:Exhibition Hall:S8 & S9  

Institution:Eindhoven University of Technology  Philips Research Laboratories  Philips Healthcare  

Brain MR image super resolution using simulated data to perform in real-world MRI

Author:Aymen Ayaz  Kirsten Lukassen  Cristian Lorenz  Juergen Weese  Marcel Breeuwer  

Session Type:Digital Poster  

Session Date:Monday, 09 May 2022  

Topic:Module 5: Machine Learning/Artificial Intelligence  

Session Name:Deep/Machine Learning-Based Image Acquisition & Reconstruction I  

Program Number:1057  

Room Session:Exhibition Hall:S8 & S9  

Institution:Eindhoven University of Technology  Philips Research Laboratories  Philips Healthcare  

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