Author

Linde S. Hesse

University of OxfordORCID 0000-0001-7594-5445Unclaimed ORCID profile · follow to get notified of new preprints

Biology Disciplines

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Research Focus:benchmarking· 1 Research Focus:cell type annotation· 1 Research Focus:clustering· 1 Approach:contrastive learning· 1 Approach:deep learning· 1 Research Focus:dimensionality reduction· 1 Organism:human· 1 Assay:imaging· 1

Frequent Co-Authors

Ana I. L. NambureteiD· 1 shared Felipe A. MoseriD· 1 shared Mark JenkinsoniD· 1 shared Monique C. HaakiD· 1 shared Moska AliasiiD· 1 shared Weidi XieiD· 1 shared

Activity by Year

2022-2022 · peak 1/yr

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6 top collaborators · 15 mutual co-author links

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1 shared paperNeuroscience

Ana I. L. NambureteORCID

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1 paper

Recent·Most cited

NeuroscienceNeuroImagePeer-reviewedMar 21, 2022

Subcortical Segmentation of the Fetal Brain in 3D Ultrasound using Deep Learning

Linde S. Hesse, Moska Aliasi, Felipe A. Moser…·Ana I. L. Namburete

The paper develops a CNN for automated segmentation of fetal brain structures in 3D ultrasound using few-shot learning, achieving performance close to intra-observer variability with minimal manual annotations.

44 citations

humanimaging

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