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Addressing the need for less MRI sequence dependent DL-based segmentation methods: model generalization to multi-site and multi-scanner data

Generation of realistic and heterogeneous virtual population of cardiovascular magnetic resonance simulated images

Noninvasive Assessment of Electrical Conductivity of Lung and Mediastinal Mass Lesions: Feasibility and Potential Clinical Value

Author:Khin Tha  Ulrich Katscher  Eiki Kikuchi  Yasuka Kikuchi  Yuki Yoshino  Kinya Ishizaka  Noriko Manabe  Kohsuke Kudo  Hiroki Shirato  

Institution:Hokkaido University  Hokkaido University Hospital  Philips Research Laboratories  

Session Type:Oral  

Session Live Q&A Date:Tuesday, 11 August 2020  

Topic:Thoracic/Lung MRI  

Session Name:Thoracic MRI  

Program Number:0434  

Room Live Q&A Session:Tuesday Parallel 3  

Realistic MRI simulation pipeline for anatomically variable normal young, aging and diseased brain

Simulated CMR images can improve the performance and generalization capability of deep learning-based segmentation algorithms

Towards Realistic Cardiac MR Image Simulation; Inclusion of the Endocardial Trabeculae in the XCAT Heart Anatomy