Author

Carol Léonard

University of Ottawa

Listed by name: these papers carry no ORCID for this author, so different people with the same name may be mixed together.

Biology Disciplines

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Neuroscience· 1

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Approach:Bayesian inference· 1 Research Focus:benchmarking· 1 Approach:deep learning· 1 Research Focus:dimensionality reduction· 1 Assay:imaging· 1 Research Focus:software / tool· 1

Frequent Co-Authors

Alan R. MoodyiD· 1 shared Anthony Edward LangiD· 1 shared Chris HeyniD· 1 shared Christopher J.M. ScottiD· 1 shared Dar D DowlatshahiiD· 1 shared Donna T. KwaniD· 1 shared Elizabeth A. RochoniD· 1 shared Emmanuel E. Ntiri· 1 shared

Activity by Year

2022-2022 · peak 1/yr

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10 top collaborators · 45 mutual co-author links

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1 shared paperNeuroscience

Alan R. MoodyORCID

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1 paper

Recent·Most cited

NeuroscienceHuman Brain MappingPeer-reviewedJan 28, 2022

Deep Bayesian networks for uncertainty estimation and adversarial resistance of white matter hyperintensity segmentation

Parisa Mojiri Forooshani, Mahdi Biparva, Emmanuel E. Ntiri…·Maged Goubran

This paper introduces a Bayesian 3D U-Net for WMH segmentation that provides uncertainty estimates and is robust to imaging variations, achieving high accuracy and efficiency.

50 citationstop 5%

imagingBayesian inference

𝕏 PostBluesky