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3D CNN-based synthetic CT generation for head and neck radiotherapy using a clinically used turbo spin-echo T2-weighted sequence

Author:Mateusz Florkow  Anna Dinkla  Frank Zijlstra  Matteo Maspero  Mark Savenije  Patricia Doornaert  Marijn van Stralen  Marielle Philippens  Cornelis van den Berg  Peter Seevinck  

Institution:University Medical Center Utrecht  MRIguidance  

Session Type:Digital Poster  

Session Date:Wednesday, 15 May 2019  

Session Time:13:30  

Session Name:Non-Thermal Interventional MRI  

Program Number:3848  

Presentation Time:13:30   

Room Number:Exhibition Hall  

Computer Number:Computer 169  

The impact of variable MRI acquisition parameters on deep learning-based synthetic CT generation

Author:Mateusz Florkow  Frank Zijlstra  Koen Willemsen  René Castelein  Peter Seevinck  Marijn van Stralen  

Institution:University Medical Center Utrecht  MRIguidance  

Session Type:Digital Poster  

Session Date:Thursday, 16 May 2019  

Session Time:13:45  

Session Name:Machine Learning for Image Enhancement, Quality Assessment & Synthetic Image Generation  

Program Number:4865  

Presentation Time:13:45   

Room Number:Exhibition Hall  

Computer Number:Computer 147