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Deep Bayesian networks for uncertainty estimation and adversarial resistance of white matter hyperintensity segmentation
View ORCID ProfileParisa Mojiri Forooshani, Mahdi Biparva, Emmanuel E. Ntiri, View ORCID ProfileJoel Ramirez, Lyndon Boone, Melissa F. Holmes, Sabrina Adamo, Fuqiang Gao, Miracle Ozzoude, Christopher J.M. Scott, View ORCID ProfileDar Dowlatshahi, View ORCID ProfileJane M. Lawrence-Dewar, Donna Kwan, Anthony E. Lang, Karine Marcotte, Carol Leonard, Elizabeth Rochon, Chris Heyn, Robert Bartha, Stephen Strother, Jean-Claude Tardif, Sean Symons, Mario Masellis, Richard H. Swartz, Alan Moody, Sandra E. Black, View ORCID ProfileMaged Goubran
doi: https://doi.org/10.1101/2021.08.18.456666
Parisa Mojiri Forooshani
1Hurvitz Brain Sciences Research Program, Sunnybrook Research Institute, University of Toronto, Toronto, Canada
2Heart and Stroke Foundation, Canadian Partnership for Stroke Recovery, Toronto, Canada
Mahdi Biparva
1Hurvitz Brain Sciences Research Program, Sunnybrook Research Institute, University of Toronto, Toronto, Canada
2Heart and Stroke Foundation, Canadian Partnership for Stroke Recovery, Toronto, Canada
Emmanuel E. Ntiri
1Hurvitz Brain Sciences Research Program, Sunnybrook Research Institute, University of Toronto, Toronto, Canada
2Heart and Stroke Foundation, Canadian Partnership for Stroke Recovery, Toronto, Canada
Joel Ramirez
1Hurvitz Brain Sciences Research Program, Sunnybrook Research Institute, University of Toronto, Toronto, Canada
2Heart and Stroke Foundation, Canadian Partnership for Stroke Recovery, Toronto, Canada
Lyndon Boone
1Hurvitz Brain Sciences Research Program, Sunnybrook Research Institute, University of Toronto, Toronto, Canada
17Department of Medical Biophysics, University of Toronto, Toronto, Canada
Melissa F. Holmes
1Hurvitz Brain Sciences Research Program, Sunnybrook Research Institute, University of Toronto, Toronto, Canada
2Heart and Stroke Foundation, Canadian Partnership for Stroke Recovery, Toronto, Canada
Sabrina Adamo
1Hurvitz Brain Sciences Research Program, Sunnybrook Research Institute, University of Toronto, Toronto, Canada
2Heart and Stroke Foundation, Canadian Partnership for Stroke Recovery, Toronto, Canada
Fuqiang Gao
1Hurvitz Brain Sciences Research Program, Sunnybrook Research Institute, University of Toronto, Toronto, Canada
2Heart and Stroke Foundation, Canadian Partnership for Stroke Recovery, Toronto, Canada
Miracle Ozzoude
1Hurvitz Brain Sciences Research Program, Sunnybrook Research Institute, University of Toronto, Toronto, Canada
2Heart and Stroke Foundation, Canadian Partnership for Stroke Recovery, Toronto, Canada
Christopher J.M. Scott
1Hurvitz Brain Sciences Research Program, Sunnybrook Research Institute, University of Toronto, Toronto, Canada
2Heart and Stroke Foundation, Canadian Partnership for Stroke Recovery, Toronto, Canada
Dar Dowlatshahi
3Department of Medicine, University of Ottawa Brain and Mind Institute, the Ottawa Hospital Research Institute, Ottawa, Canada
Jane M. Lawrence-Dewar
4Thunder Bay Regional Health Research Institute, Thunder Bay, Canada
Donna Kwan
5Department of Psychology, Faculty of Health, York University, Toronto, Canada
Anthony E. Lang
6The Edmond J. Safra Program in Parkinson’s Disease, Toronto Western Hospital, Toronto, Canada
Karine Marcotte
7School of Speech Pathology and Audiology, University of Montreal, Montreal, Canada
8Research Center of Centre intégré universitaire de santé et de services sociaux du Nord-de-l’île-de-Montréal, Montréal, Canada
Carol Leonard
9Audiology and Speech-Language Pathology program, School of Rehabilitation Sciences, University of Ottawa, Ottawa, Canada
10Department of Speech-Language Pathology and the Rehabilitation Sciences Institute, University of Toronto, Toronto, Canada
Elizabeth Rochon
10Department of Speech-Language Pathology and the Rehabilitation Sciences Institute, University of Toronto, Toronto, Canada
11KITE Research Institute, Toronto Rehab, University Health Network, Toronto, Canada
Chris Heyn
1Hurvitz Brain Sciences Research Program, Sunnybrook Research Institute, University of Toronto, Toronto, Canada
12Department of Medical Imaging, University of Toronto, Toronto, Canada
Robert Bartha
13Department of Medical Biophysics, Schulich School of Medicine and Dentistry, Robarts Research Institute, Western University, London, Canada
Stephen Strother
14Department of Medical Biophysics, Rotman Research Institute, Baycrest, University of Toronto, Canada
Jean-Claude Tardif
15Montreal Heart Institute, Universite de Montreal, Montreal, Canada
Sean Symons
12Department of Medical Imaging, University of Toronto, Toronto, Canada
Mario Masellis
16Department of Medicine (Neurology division), Sunnybrook HSC and University of Toronto, Toronto, Canada
Richard H. Swartz
16Department of Medicine (Neurology division), Sunnybrook HSC and University of Toronto, Toronto, Canada
Alan Moody
12Department of Medical Imaging, University of Toronto, Toronto, Canada
Sandra E. Black
1Hurvitz Brain Sciences Research Program, Sunnybrook Research Institute, University of Toronto, Toronto, Canada
2Heart and Stroke Foundation, Canadian Partnership for Stroke Recovery, Toronto, Canada
16Department of Medicine (Neurology division), Sunnybrook HSC and University of Toronto, Toronto, Canada
Maged Goubran
1Hurvitz Brain Sciences Research Program, Sunnybrook Research Institute, University of Toronto, Toronto, Canada
2Heart and Stroke Foundation, Canadian Partnership for Stroke Recovery, Toronto, Canada
17Department of Medical Biophysics, University of Toronto, Toronto, Canada
Article usage
Posted August 23, 2021.
Deep Bayesian networks for uncertainty estimation and adversarial resistance of white matter hyperintensity segmentation
Parisa Mojiri Forooshani, Mahdi Biparva, Emmanuel E. Ntiri, Joel Ramirez, Lyndon Boone, Melissa F. Holmes, Sabrina Adamo, Fuqiang Gao, Miracle Ozzoude, Christopher J.M. Scott, Dar Dowlatshahi, Jane M. Lawrence-Dewar, Donna Kwan, Anthony E. Lang, Karine Marcotte, Carol Leonard, Elizabeth Rochon, Chris Heyn, Robert Bartha, Stephen Strother, Jean-Claude Tardif, Sean Symons, Mario Masellis, Richard H. Swartz, Alan Moody, Sandra E. Black, Maged Goubran
bioRxiv 2021.08.18.456666; doi: https://doi.org/10.1101/2021.08.18.456666
Deep Bayesian networks for uncertainty estimation and adversarial resistance of white matter hyperintensity segmentation
Parisa Mojiri Forooshani, Mahdi Biparva, Emmanuel E. Ntiri, Joel Ramirez, Lyndon Boone, Melissa F. Holmes, Sabrina Adamo, Fuqiang Gao, Miracle Ozzoude, Christopher J.M. Scott, Dar Dowlatshahi, Jane M. Lawrence-Dewar, Donna Kwan, Anthony E. Lang, Karine Marcotte, Carol Leonard, Elizabeth Rochon, Chris Heyn, Robert Bartha, Stephen Strother, Jean-Claude Tardif, Sean Symons, Mario Masellis, Richard H. Swartz, Alan Moody, Sandra E. Black, Maged Goubran
bioRxiv 2021.08.18.456666; doi: https://doi.org/10.1101/2021.08.18.456666
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