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Class activation mapping methods for interpreting deep learning models in the classification of MRI with subtypes of multiple sclerosis

Author:Jinseo Lee  Daniel McClement  Glen Pridham  Olayinka Oladosu  Yunyan Zhang  

Institution:University of British Columbia  University of Calgary  

Session Type:Digital Poster  

Session Live Q&A Date:Digital Poster (All Week)  

Topic:ML: Post Processing, Analysis, & Applications  

Session Name:Machine Learning: Disease, Diagnosis, Pathology & Treatment  

Program Number:3524  

Room Live Q&A Session:

Transfer learning with progressive training as a novel approach for classifying clinical forms of multiple sclerosis based on clinical MRI

Author:Daniel McClement  Jinseo Lee  Glen Pridham  Olayinka Oladosu  Zahra Hosseinpour  Yunyan Zhang  

Institution:University of British Columbia  University of Calgary  

Session Type:Digital Poster  

Session Live Q&A Date:Digital Poster (All Week)  

Topic:Neuroimaging and AI  

Session Name:Neuroimaging & AI: Applications from Stroke to MS  

Program Number:1865  

Room Live Q&A Session:

Utility of Stockwell Transform variants for local feature extraction from MR images: evidence from multiple sclerosis lesions

Author:Glen Pridham  Olayinka Oladosu  Yunyan Zhang  

Institution:University of Calgary  

Session Type:Digital Poster  

Session Live Q&A Date:Digital Poster (All Week)  

Topic:ML: Post Processing, Analysis, & Applications  

Session Name:Machine Learning: Disease, Diagnosis, Pathology & Treatment  

Program Number:3532  

Room Live Q&A Session: