Author

Maryse Lapierre-Landry

Case Western Reserve UniversityORCID 0000-0002-9583-6876Unclaimed ORCID profile · follow to get notified of new preprints

Biology Disciplines

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Neuroscience· 1

Signature Assays, Organisms & Methods

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Research Focus:cell type annotation· 1 Research Focus:clustering· 1 Approach:deep learning· 1 Research Focus:dimensionality reduction· 1 Organism:human· 1 Assay:imaging· 1 Research Focus:spatial domain detection· 1 Approach:statistical model· 1

Frequent Co-Authors

Andrew J. ShoffstalliD· 1 shared David L. WilsoniD· 1 shared Havisha KalpatthiiD· 1 shared Jichu ZhangiD· 1 shared Michael W. JenkinsiD· 1 shared Nicole A. PelotiD· 1 shared

Activity by Year

2026-2026 · peak 1/yr

Co-Author Collaboration Network

6 top collaborators · 15 mutual co-author links

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1 shared paperNeuroscience

Andrew J. ShoffstallORCID

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1 paper

Recent·Most cited

Automated 3D Segmentation of Human Vagus Nerve Fascicles and Epineurium from Micro-Computed Tomography Images Using Anatomy-Aware Neural Networks

Jichu Zhang, Maryse Lapierre-Landry, Havisha Kalpatthi, Michael W. Jenkins, David L. Wilson, Nicole A. Pelot, Andrew J. Shoffstall

This paper introduces a 3D U-Net with an anatomy-aware loss function for automated segmentation of human vagus nerve fascicles and epineurium from microCT images, achieving high accuracy and reducing anatomical errors.

Journal of Neural Engineering · Jan 6, 2026Peer-reviewedNeuroscience