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3D DUAL RECURSIVE REFINER NETWORK FOR ROBUST SEGMENTATION: APPLICATION TO BRAIN EXTRACTION

Author:Maxime Bertrait  Pascal Ceccaldi  Boris Mailhé  Youngjin Yoo  Mariappan Nadar  

Institution:Siemens Healthineers  

Session Type:Oral - Power Pitch  

Session Live Q&A Date:Thursday, 13 August 2020  

Topic:Brain-Gut Axis and AI in Neuroimaging  

Session Name:Emerging Applications of AI in Neuroimaging  

Program Number:1302  

Room Live Q&A Session:Thursday Parallel 2  

Accelerated 4D-flow MRI using Machine Learning (ML) Enabled Three Point Flow Encoding

Author:Dahan Kim  Laura Eisenmenger  Kevin Johnson  

Institution:University of Wisconsin  

Session Type:Oral - Power Pitch  

Session Live Q&A Date:Thursday, 13 August 2020  

Topic:Brain-Gut Axis and AI in Neuroimaging  

Session Name:Emerging Applications of AI in Neuroimaging  

Program Number:1296  

Room Live Q&A Session:Thursday Parallel 2  

Accurate Brain Extraction Using 3D U-Net with Encoded Spatial Information

Author:Hualei Shen  Chenyu Wang  Kain Kyle  Chun-Chien Shieh  Lynette Masters  Fernando Calamante  Dacheng Tao  Michael Barnett  

Institution:I-MED Radiology Network  Sydney Neuroimaging Analysis Centre  the University of Sydney  

Session Type:Oral - Power Pitch  

Session Live Q&A Date:Thursday, 13 August 2020  

Topic:Brain-Gut Axis and AI in Neuroimaging  

Session Name:Emerging Applications of AI in Neuroimaging  

Program Number:1301  

Room Live Q&A Session:Thursday Parallel 2  

Attention-based convolutional network quantifying the importance of quantitative MR metrics in the multiple sclerosis lesion classification

Author:Po-Jui Lu  Reza Rahmanzadeh  Riccardo Galbusera  Matthias Weigel  Youngjin Yoo  Pascal Ceccaldi  Yi Wang  Jens Kuhle  Ludwig Kappos  Philippe Cattin  Benjamin Odry  Eli Gibson  Cristina Granziera  

Institution:Covera Health  Siemens Healthineers  University Hospital Basel and University of Basel  University of Basel  Weill Cornell Medical College  University Hospital Basel  

Session Type:Oral - Power Pitch  

Session Live Q&A Date:Thursday, 13 August 2020  

Topic:Brain-Gut Axis and AI in Neuroimaging  

Session Name:Emerging Applications of AI in Neuroimaging  

Program Number:1304  

Room Live Q&A Session:Thursday Parallel 2  

Bayesian learning for fast parameter inference of multi-exponential white matter signals

Author:Jonathan Doucette  Christian Kames  Alexander Rauscher  

Institution:UBC MRI Research Centre  University of British Columbia  

Session Type:Oral - Power Pitch  

Session Live Q&A Date:Thursday, 13 August 2020  

Topic:Brain-Gut Axis and AI in Neuroimaging  

Session Name:Emerging Applications of AI in Neuroimaging  

Program Number:1306  

Room Live Q&A Session:Thursday Parallel 2  

Characterisation of white matter lesion patterns in Systemic Lupus Erythematosus by an unsupervised machine learning approach.

Author:Theodor Rumetshofer  Tor Strandberg  Peter Mannfolk  Andreas Jönsen  Markus Nilsson  Johan Mårtensson  Pia Sundgren  

Institution:Lund University  Skåne University Hospital  

Session Type:Oral - Power Pitch  

Session Live Q&A Date:Thursday, 13 August 2020  

Topic:Brain-Gut Axis and AI in Neuroimaging  

Session Name:Emerging Applications of AI in Neuroimaging  

Program Number:1303  

Room Live Q&A Session:Thursday Parallel 2  

Clinical performance of reduced gadolinium dose for contrast-enhanced brain MRI using deep learning

Author:Huanyu Luo  Jing Xue  Yunyun Duan  Cheng Xu  Jonathan Tamir  Srivathsa Venkata  Yaou Liu  

Institution:Beijing Tiantan Hospital  Subtle Medical Inc  

Session Type:Oral - Power Pitch  

Session Live Q&A Date:Thursday, 13 August 2020  

Topic:Brain-Gut Axis and AI in Neuroimaging  

Session Name:Emerging Applications of AI in Neuroimaging  

Program Number:1307  

Room Live Q&A Session:Thursday Parallel 2  

Contrast-weighted SSIM loss function for deep learning-based undersampled MRI reconstruction

Author:Sangtae Ahn  Anne Menini  Graeme McKinnon  Erin Gray  Joshua Trzasko  John Huston  Matt Bernstein  Justin Costello  Thomas Foo  Christopher Hardy  

Institution:GE Healthcare  GE Research  Mayo Clinic College of Medicine  Walter Reed National Military Medical Center  

Session Type:Oral - Power Pitch  

Session Live Q&A Date:Thursday, 13 August 2020  

Topic:Brain-Gut Axis and AI in Neuroimaging  

Session Name:Emerging Applications of AI in Neuroimaging  

Program Number:1295  

Room Live Q&A Session:Thursday Parallel 2  

Deep learning Assisted Radiological reporT (DART)

Author:Keerthi Sravan Ravi  Sairam Geethanath  Girish Srinivasan  Rahul Sharma  Sachin Jambawalikar  Angela Lignelli-Dipple  John Thomas Vaughan Jr.  

Institution:Columbia University  Columbia University Irving Medical Center  MediYantri Inc.  

Session Type:Oral - Power Pitch  

Session Live Q&A Date:Thursday, 13 August 2020  

Topic:Brain-Gut Axis and AI in Neuroimaging  

Session Name:Emerging Applications of AI in Neuroimaging  

Program Number:1308  

Room Live Q&A Session:Thursday Parallel 2  

Deep Learning Segmentation of Lenticulostriate Arteries on 3D Black Blood MRI

Author:Samantha Ma  Mona Sharifi Sarabi  Kai Wang  Soroush Heidari Pahlavian  Wenli Tan  Madison Lodge  Lirong Yan  Yonggang Shi  Danny Wang  

Institution:University of Southern California  

Session Type:Oral - Power Pitch  

Session Live Q&A Date:Thursday, 13 August 2020  

Topic:Brain-Gut Axis and AI in Neuroimaging  

Session Name:Emerging Applications of AI in Neuroimaging  

Program Number:1305  

Room Live Q&A Session:Thursday Parallel 2  

Deep Learning Multi-class Segmentation Algorithm is more Resilient to the Variations of MR Image Acquisition Parameters

Author:Yi-Tien Li  Yi-Wen Chen  David Chen  Chi-Jen Chen  

Institution:Taipei Medical University - Shuang Ho Hospital  Department of Radiology, Stanford University  Institute of Biomedical Engineering, National Taiwan University  School of Medicine, College of Medicine, Taipei Medical University  

Session Type:Oral - Power Pitch  

Session Live Q&A Date:Thursday, 13 August 2020  

Topic:Brain-Gut Axis and AI in Neuroimaging  

Session Name:Emerging Applications of AI in Neuroimaging  

Program Number:1300  

Room Live Q&A Session:Thursday Parallel 2  

From 2D thick slices to 3D isotropic volumetric brain MRI - a deep learning approach

Author:Berkin Bilgic  Long Wang  Enhao Gong  Greg Zaharchuk  Tao Zhang  

Institution:Subtle Medical Inc  MGH/Harvard  Stanford University  

Session Type:Oral - Power Pitch  

Session Live Q&A Date:Thursday, 13 August 2020  

Topic:Brain-Gut Axis and AI in Neuroimaging  

Session Name:Emerging Applications of AI in Neuroimaging  

Program Number:1299  

Room Live Q&A Session:Thursday Parallel 2  

Hybrid structure-function connectome predicts individual cognitive abilities

Author:Elvisha Dhamala  Keith Jamison  Sarah Dennis  Raihaan Patel  M Mallar Chakravarty  Amy Kuceyeski  

Institution:McGill University  Sarah Lawrence College  Weill Cornell Medicine  Douglas Mental Health University Institute  

Session Type:Oral - Power Pitch  

Session Live Q&A Date:Thursday, 13 August 2020  

Topic:Brain-Gut Axis and AI in Neuroimaging  

Session Name:Emerging Applications of AI in Neuroimaging  

Program Number:1294  

Room Live Q&A Session:Thursday Parallel 2  

A practical application of generative models for MR image synthesis: from post- to pre-contrast imaging

Author:Gian Franco Piredda  Virginie Piskin  Vincent Dunet  Gibran Manasseh  Mário Fartaria  Till Huelnhagen  Jean-Philippe Thiran  Tobias Kober  Ricardo Corredor-Jerez  

Institution:Lausanne University Hospital and University of Lausanne  Siemens Healthcare AG  E´cole Polytechnique Fe´de´rale de Lausanne (EPFL)  

Session Type:Oral - Power Pitch  

Session Live Q&A Date:Thursday, 13 August 2020  

Topic:Brain-Gut Axis and AI in Neuroimaging  

Session Name:Emerging Applications of AI in Neuroimaging  

Program Number:1297  

Room Live Q&A Session:Thursday Parallel 2  

Quantification of Non-Water-Suppressed Proton Spectroscopy using Deep Neural Networks

Author:Marcia Sahaya Louis  Eduardo Coello  Huijun Liao  Ajay Joshi  Alexander Lin  

Institution:Boston University  Brigham and Women's Hospital  

Session Type:Oral - Power Pitch  

Session Live Q&A Date:Thursday, 13 August 2020  

Topic:Brain-Gut Axis and AI in Neuroimaging  

Session Name:Emerging Applications of AI in Neuroimaging  

Program Number:1298  

Room Live Q&A Session:Thursday Parallel 2