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An Artificial Neural Network Framework for Early Prediction of Cognitive Deficits in Very Preterm Infants

Author:Lili He  Hailong Li  Weihong Yuan  Nehal Parikh  

Session Type:Oral  

Session Date:Tuesday, 25 April 2017  

Session Time:08:15  

Session:Late-Breaking Abstracts: Machine Learning  

Program Number:5664  

Presentation Time:09:39  

Room Number:Room 313BC  

Computer Number:

Cardiovascular Event Prediction by Machine Learning: The Multi-Ethnic Study of Atherosclerosis

Author:Bharath Ambale Venkatesh  Xiaoying Yang  Colin Wu  W. Gregory Hundley  Antoinette Gomes  Eliseo Guallar  David Bluemke  Joao Lima  

Session Type:Oral  

Session Date:Tuesday, 25 April 2017  

Session Time:08:15  

Session:Late-Breaking Abstracts: Machine Learning  

Program Number:5666  

Presentation Time:10:03  

Room Number:Room 313BC  

Computer Number:

Deep Convolutional Auto-Encoder and 3D Deformable Approach for Tissue Segmentation in Magnetic Resonance Imaging

Author:Fang Liu  Zhaoye Zhou  Hyungseok Jang  Alan McMillan  Richard Kijowski  

Session Type:Oral  

Session Date:Tuesday, 25 April 2017  

Session Time:08:15  

Session:Late-Breaking Abstracts: Machine Learning  

Program Number:5662  

Presentation Time:09:15  

Room Number:Room 313BC  

Computer Number:

Deep Learning: Utilizing the Potential in Data Bases to Predict Individual Outcome in Acute Stroke

Author:Anne Nielsen  Kim Mouridsen  Mikkel Hansen  Jens Boldsen  

Session Type:Oral  

Session Date:Tuesday, 25 April 2017  

Session Time:08:15  

Session:Late-Breaking Abstracts: Machine Learning  

Program Number:5665  

Presentation Time:09:51  

Room Number:Room 313BC  

Computer Number:

Direct Pseudo-CT Image Synthesis Using Deep Learning for Pelvis PET/MR Attenuation Correction

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

Session Type:Oral  

Session Date:Tuesday, 25 April 2017  

Session Time:08:15  

Session:Late-Breaking Abstracts: Machine Learning  

Program Number:5661  

Presentation Time:09:03  

Room Number:Room 313BC  

Computer Number:

Fully Automated Left Ventricle Scar Quantification with Deep Learning

Author:Johannes Rausch  Bjoern Menze  Raymond Chan  Jihye Jang  Evan Appelbaum  Reza Nezafat  

Session Type:Oral  

Session Date:Tuesday, 25 April 2017  

Session Time:08:15  

Session:Late-Breaking Abstracts: Machine Learning  

Program Number:5659  

Presentation Time:08:39  

Room Number:Room 313BC  

Computer Number:

Improved Multi-Echo Water-Fat Separation Using Deep Learning

Author:Enhao Gong  Greg Zaharchuk  John Pauly  

Session Type:Oral  

Session Date:Tuesday, 25 April 2017  

Session Time:08:15  

Session:Late-Breaking Abstracts: Machine Learning  

Program Number:5657  

Presentation Time:08:15  

Room Number:Room 313BC  

Computer Number:

Improving the PI+CS Reconstruction for Highly Undersampled Multi-Contrast MRI Using Local Deep Network

Author:Enhao Gong  Greg Zaharchuk  John Pauly  

Session Type:Oral  

Session Date:Tuesday, 25 April 2017  

Session Time:08:15  

Session:Late-Breaking Abstracts: Machine Learning  

Program Number:5663  

Presentation Time:09:27  

Room Number:Room 313BC  

Computer Number:

Predicting Osteoarthritis Radiographic Incidence by Coupling Quantitative Compositional MRI and Deep Learning

Author:Valentina Pedoia  Jan Neumann  Ursula Heilmeier  Jenny Haefeli  Adam Ferguson  Thomas Link  Sharmila Majumdar  

Session Type:Oral  

Session Date:Tuesday, 25 April 2017  

Session Time:08:15  

Session:Late-Breaking Abstracts: Machine Learning  

Program Number:5660  

Presentation Time:08:51  

Room Number:Room 313BC  

Computer Number:

Temporal-Autoencoding Neural Network Revealed the Underlying Functional Dynamics of FMRI Data: Evaluation Using the Human Connectome Project Data

Author:Jong-Hwan Lee  Eric Wong  Peter Bandettini  

Session Type:Oral  

Session Date:Tuesday, 25 April 2017  

Session Time:08:15  

Session:Late-Breaking Abstracts: Machine Learning  

Program Number:5658  

Presentation Time:08:27  

Room Number:Room 313BC  

Computer Number: