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Deep Learning based pseudo-CT computation and its application for PET/MR attenuation correction and MR-guided radiation therapy planning

Author:Sandeep Kaushik  Cristina Cozzini  Mikael Bylund  Jaewon Yang  Dattesh Shanbhag  Joakim Jonsson  Josef Lundman  Thomas Hope  Tufve Nyholm  Andrew Leynes  Peder Larson  Florian Wiesinger  

Author Institution:GE Global Research  GE Healthcare  UCSF  Umeå University  

Session Type:Oral  

Session Date:Thursday, 21 June 2018  

Session Time:15:30  

Session:Methods & Applications for PET/MR  

Program Number:1253  

Presentation Time:15:54  

Room Number:S06  

Computer Number:

Simultaneous Relaxometry and Segmentation of Human Brain through a Deep Neural Network

Author:Peng Cao  Jing Liu  Shuyu Tang  Andrew Leynes  Peder Larson  

Author Institution:University of California at San Francisco  

Session Type:Power Pitch  

Session Date:Wednesday, 20 June 2018  

Session Time:08:15  

Session:Pitch: Motion & Image Analysis Highlights  

Program Number:0658  

Presentation Time:08:15  

Room Number:Power Pitch Theater B - Exhibition Hall  

Computer Number:

Simultaneous Relaxometry and Segmentation of Human Brain through a Deep Neural Network

Author:Peng Cao  Jing Liu  Shuyu Tang  Andrew Leynes  Peder Larson  

Author Institution:University of California at San Francisco  

Session Type:Electronic Power Pitch Poster  

Session Date:Wednesday, 20 June 2018  

Session Time:09:15  

Session:Poster: Motion & Image Analysis Highlights  

Program Number:0658  

Presentation Time:08:15  

Room Number:Power Pitch Theater B - Exhibition Hall  

Computer Number:Plasma 21  

Simultaneous T1/T2 Mapping of Hyperpolarized 13C Compounds using the bSSFP Sequence

Author:Eugene Milshteyn  Galen Reed  Jeremy Gordon  Peng Cao  Cornelius von Morze  Shuyu Tang  Andrew Leynes  Peder Larson  Daniel Vigneron  

Author Institution:GE Healthcare  UCSF  

Session Type:Electronic Poster  

Session Date:Thursday, 21 June 2018  

Session Time:14:15  

Session:Contrast Mechanisms: Relaxation & More  

Program Number:5619  

Presentation Time:

Room Number:Exhibition Hall  

Computer Number:Computer 88  

Synthetic CT Generation using MRI with Deep Learning: How does the selection of input images affect the resulting synthetic CT?

Author:Andrew Leynes  Peder Larson  

Author Institution:University of California San Francisco  

Session Type:Traditional Poster  

Session Date:Thursday, 21 June 2018  

Session Time:08:00  

Session:Learning Image Reconstruction  

Program Number:2787  

Presentation Time:

Room Number:Exhibition Hall 2781-2807  

Computer Number: