Author

Lisa M. Hartnell

National Institute on AgingORCID 0000-0001-8553-392XUnclaimed ORCID profile · follow to get notified of new preprints

Biology Disciplines

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Research Focus:benchmarking· 1 Approach:contrastive learning· 1 Approach:deep learning· 1 Research Focus:dimensionality reduction· 1 Assay:imaging· 1

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Alexander V. MaltseviD· 1 shared Luigi FerrucciiD· 1 shared

Activity by Year

2026-2026 · peak 1/yr

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2 top collaborators · 1 mutual co-author link

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1 shared paperBioinformatics

Alexander V. MaltsevORCID

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1 paper

Recent·Most cited

BioinformaticsbioRxivPreprintApr 23, 2026

DeepBranchAI: A Novel Cascade Workflow Enabling Accessible 3D Branching Network Segmentation

Alexander V. Maltsev, Lisa M. Hartnell, Luigi Ferrucci

DeepBranchAI reduces annotation time for 3D branching network segmentation by using a cascade workflow that transforms sparse labels into comprehensive training data.

DOI 10.64898/2026.03.25.714249

imagingdeep learning