Author

Lyndon Boone

University of TorontoORCID 0000-0002-8177-9401Unclaimed ORCID profile · follow to get notified of new preprints

Biology Disciplines

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Signature Assays, Organisms & Methods

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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 Carol Léonard· 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

Activity by Year

2022-2022 · peak 1/yr

Co-Author Collaboration Network

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