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Characterization of multiple sclerosis lesion types with texture analysis of advanced and conventional MRI

Author:Zahra Hosseinpour  Olayinka Oladosu  Mahshid Soleymani  G Bruce Pike  Yunyan Zhang  

Session Type:Digital Poster  

Session Date:Wednesday, 19 May 2021  

Topic:Multiple Sclerosis  

Session Name:MS: Myelin & Lesion Characterization  

Program Number:2812  

Room Session:Concurrent 6  

Institution:University of Calgary  

Multi-layer backpropagation of classification information with Grad-CAM to enhance the interpretation of deep learning models

Author:Daphne Hong  Yunyan Zhang  

Session Type:Digital Poster  

Session Date:Wednesday, 19 May 2021  

Topic:Artificial Intelligence (Machine Learning & Deep Learning) Applications to Neuroradiology  

Session Name:Explorations of AI in Neuroimaging  

Program Number:3275  

Room Session:Concurrent 6  

Institution:University of Calgary  

Sex-based differences in tissue microstructure in multiple sclerosis detected using multi-model diffusion MRI

Author:Olayinka Oladosu  Cayden Murray  Syed Rizvi  Mariana Bento  G Pike  Yunyan Zhang  

Session Type:Digital Poster  

Session Date:Wednesday, 19 May 2021  

Topic:Multiple Sclerosis  

Session Name:MS: White Matter & Other Structures  

Program Number:2790  

Room Session:Concurrent 6  

Institution:University of Calgary