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Brennan Nichyporuk
Brennan Nichyporuk
McGill University
Machine learning
Artificial intelligence
Computer science
Segmentation
Pooling
4
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Cohort Bias Adaptation in Aggregated Datasets for Lesion Segmentation
2021
arXiv: Image and Video Processing
Brennan Nichyporuk
Jillian Cardinell
Justin Szeto
Raghav Mehta
Sotirios A. Tsaftaris
Douglas L. Arnold
Tal Arbel
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Cohort Bias Adaptation in Aggregated Datasets for Lesion Segmentation
2021
Brennan Nichyporuk
Jillian Cardinell
Justin Szeto
Raghav Mehta
Sotirios A. Tsaftaris
Douglas L. Arnold
Tal Arbel
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Estimating treatment effect for individuals with progressive multiple sclerosis using deep learning
2021
medRxiv
Jean-Pierre R. Falet
Joshua Durso-Finley
Brennan Nichyporuk
Julien Schroeter
Francesca Bovis
Maria Pia Sormani
Doina Precup
Tal Arbel
Douglas L. Arnold
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HAD-Net: A Hierarchical Adversarial Knowledge Distillation Network for Improved Enhanced Tumour Segmentation Without Post-Contrast Images
2021
arXiv: Image and Video Processing
Saverio Vadacchino
Raghav Mehta
Nazanin Mohammadi Sepahvand
Brennan Nichyporuk
James J. Clark
Tal Arbel
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