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Convolutional neural network-based image reconstruction and image classification: atomization or amalgamation?

Author:Sarah Eskreis-Winkler  Zhe Liu  Jinwei Zhang  Pascal Spincemaille  Thanh Nguyen  Ilhami Kovanlikaya  Yi Wang  

Institution:Cornell University  Weill Cornell Medicine  Memorial Sloan Kettering Cancer Center  

Session Type:Oral  

Session Date:Thursday, 16 May 2019  

Session Time:08:15  

Session Name:Deep Learning: Acquisition, Uncertainty & Prediction  

Program Number:1097  

Presentation Time:09:39   

Room Number:Room 520A-F  

Computer Number:

Fidelity Imposing Network Edit (FINE) for Solving Ill-Posed Image Reconstruction

Author:Jinwei Zhang  Zhe Liu  Shun Zhang  Pascal Spincemaille  Thanh Nguyen  Mert Sabuncu  Yi Wang  

Institution:Cornell University  Weill Medical College of Cornell University  

Session Type:Digital Poster  

Session Date:Thursday, 16 May 2019  

Session Time:13:45  

Session Name:Machine Learning for Image Reconstruction: Optimised  

Program Number:4776  

Presentation Time:13:45   

Room Number:Exhibition Hall  

Computer Number:Computer 58  

Quantitative Susceptibility Mapping using a Deep Learning prior

Author:Zhe Liu  Jinwei Zhang  Shun Zhang  Pascal Spincemaille  Thanh Nguyen  Yi Wang  

Institution:Cornell University  Weill Cornell Medical College  

Session Type:Digital Poster  

Session Date:Thursday, 16 May 2019  

Session Time:14:45  

Session Name:QSM  

Program Number:4933  

Presentation Time:14:45   

Room Number:Exhibition Hall  

Computer Number:Computer 40