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Automatic Brain MR Sequence Classification for Quality Control using Support Vector Machines and Convolutional Neural Networks

Author:Luis Souto Maior Neto  Heather Charette  Marina Salluzzi  Mariana Bento  Richard Frayne  

Author Institution:Hotchkiss Brain Institute  University of Calgary  

Session Type:Traditional Poster  

Session Date:Thursday, 21 June 2018  

Session Time:08:00  

Session:Image Analysis & Post-Acquisition Computing  

Program Number:2860  

Presentation Time:

Room Number:Exhibition Hall 2828-2863  

Computer Number:

Feature Extraction using Convolutional Networks for Identifying Carotid Artery Atherosclerosis Patients in a Heterogeneous Brain MR Dataset

Author:Mariana Bento  Luis Souto Maior Neto  Marina Salluzzi  Yunyan Zhang  Richard Frayne  

Author Institution:Foothills Medical Centre  University of Calgary  

Session Type:Electronic Poster  

Session Date:Monday, 18 June 2018  

Session Time:14:45  

Session:Atherosclerosis & Vessel-Wall Imaging  

Program Number:3460  

Presentation Time:

Room Number:Exhibition Hall  

Computer Number:Computer 28  

MR Intensity Normalization: Influence on Supervised Machine Learning Algorithms using Textural and Convolutional Features

Author:Mariana Bento  Marina Salluzzi  Leticia Rittner  Richard Frayne  

Author Institution:Foothills Medical Centre  University of Calgary  University of Campinas  

Session Type:Electronic Poster  

Session Date:Monday, 18 June 2018  

Session Time:14:45  

Session:Machine Learning for Image Analysis  

Program Number:3499  

Presentation Time:

Room Number:Exhibition Hall  

Computer Number:Computer 67