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Accelerated Projection Reconstruction MR Imaging Using Deep Residual Learning

Author:Yo Seob Han  Dongwook Lee  Jaejun Yoo  Jong Chul Ye  

Session Type:Oral  

Session Date:Wednesday, 26 April 2017  

Session Time:08:15  

Session:Artificial Intelligence & Deep Learning  

Program Number:0690  

Presentation Time:09:15  

Room Number:Room 311  

Computer Number:

Deep Boltzmann Machines-Driven Method for In-Treatment Heart Motion Tracking Using Cine MRI

Author:Jian Wu  Nalini Daniel  Hilary Lashmett  Thomas Mazur  Michael Gach  Laura Ochoa  Imran Zoberi  Su Ruan  Mark Anastasio  Sasa Mutic  Maria Thomas  Hua Li  

Session Type:Oral  

Session Date:Wednesday, 26 April 2017  

Session Time:08:15  

Session:Artificial Intelligence & Deep Learning  

Program Number:0691  

Presentation Time:09:27  

Room Number:Room 311  

Computer Number:

Deep Convolutional Neural Network for Acceleration of Magnetic Resonance Angiography (MRA)

Author:Yohan Jun  Taejoon Eo  Taeseong Kim  Jinseong Jang  Dosik Hwang  

Session Type:Oral  

Session Date:Wednesday, 26 April 2017  

Session Time:08:15  

Session:Artificial Intelligence & Deep Learning  

Program Number:0686  

Presentation Time:08:27  

Room Number:Room 311  

Computer Number:

Deep Learning Based Pseudo-CT Estimation Using ZTE and Dixon MR Images for PET Attenuation Correction

Author:Sandeep Kaushik  Dattesh Shanbhag  Andrew Leynes  Hariharan Ravishankar  Jaewon Yang  Peder Larson  Thomas Hope  Florian Wiesinger  

Session Type:Oral  

Session Date:Wednesday, 26 April 2017  

Session Time:08:15  

Session:Artificial Intelligence & Deep Learning  

Program Number:0694  

Presentation Time:10:03  

Room Number:Room 311  

Computer Number:

Deep Learning for Fast MR Fingerprinting Reconstruction

Author:Ouri Cohen  Bo Zhu  Matthew Rosen  

Session Type:Oral  

Session Date:Wednesday, 26 April 2017  

Session Time:08:15  

Session:Artificial Intelligence & Deep Learning  

Program Number:0688  

Presentation Time:08:51  

Room Number:Room 311  

Computer Number:

Fracture Risk Assessment Using Deep Learning and Hip Microarchitecture MRI

Author:Cem Deniz  Kyunghyun Cho  Stephen Honig  Kenneth Egol  Daniel Sodickson  Gregory Chang  

Session Type:Oral  

Session Date:Wednesday, 26 April 2017  

Session Time:08:15  

Session:Artificial Intelligence & Deep Learning  

Program Number:0693  

Presentation Time:09:51  

Room Number:Room 311  

Computer Number:

L2 or Not L2: Impact of Loss Function Design for Deep Learning MRI Reconstruction

Author:Kerstin Hammernik  Florian Knoll  Daniel Sodickson  Thomas Pock  

Session Type:Oral  

Session Date:Wednesday, 26 April 2017  

Session Time:08:15  

Session:Artificial Intelligence & Deep Learning  

Program Number:0687  

Presentation Time:08:39  

Room Number:Room 311  

Computer Number:

Machine Learning for Intelligent Detection and Quantification of Transplanted Cells in MRI

Author:Muhammad Jamal Afridi  Arun Ross  Erik Shapiro  

Session Type:Oral  

Session Date:Wednesday, 26 April 2017  

Session Time:08:15  

Session:Artificial Intelligence & Deep Learning  

Program Number:0689  

Presentation Time:09:03  

Room Number:Room 311  

Computer Number:

Multi-Modal Isointense Infant Brain Image Segmentation with Deep Learning Based Methods

Author:Dong Nie  Li Wang  Roger Trullo  Ehsan Adeli  Weili Lin  Dinggang Shen  

Session Type:Oral  

Session Date:Wednesday, 26 April 2017  

Session Time:08:15  

Session:Artificial Intelligence & Deep Learning  

Program Number:0692  

Presentation Time:09:39  

Room Number:Room 311  

Computer Number:

Prediction of Breathing Related B0-Field Fluctuations Via Artificial Neural Networks Trained on Magnetic Field Monitoring Data

Author:Niklas Wehkamp  Frederik Testud  Patrick Hucker  Stefan Kroboth  Benjamin Knowles  Jürgen Henning  Maxim Zaitsev  

Session Type:Oral  

Session Date:Wednesday, 26 April 2017  

Session Time:08:15  

Session:Artificial Intelligence & Deep Learning  

Program Number:0685  

Presentation Time:08:15  

Room Number:Room 311  

Computer Number: