Author

Luke Whitbread

South Australian Health and Medical Research InstituteORCID 0000-0001-9960-5592Unclaimed ORCID profile · follow to get notified of new preprints

Biology Disciplines

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Neuroscience· 1

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Research Focus:benchmarking· 1 Approach:deep learning· 1 Organism:human· 1 Assay:imaging· 1

Frequent Co-Authors

Lyle John PalmeriD· 1 shared Mark JenkinsoniD· 1 shared Stephan LauiD· 1 shared The Alzheimer's Disease Neuroimaging Initiative· 1 shared

Activity by Year

2025-2025 · peak 1/yr

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4 top collaborators · 6 mutual co-author links

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1 shared paperNeuroscience

Lyle John PalmerORCID

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1 paper

Recent·Most cited

NeuroscienceHuman Brain MappingPeer-reviewedMay 15, 2025

Deep-diffeomorphic networks for conditional brain templates

Luke Whitbread, Stephan Lau, Lyle John Palmer…·The Alzheimer's Disease Neuroimaging Initiative

This paper introduces a deep-learning method for creating age-dependent brain templates using diffeomorphic transformations, showing it produces high-fidelity spatial templates but struggles to capture all age-related morphological changes.

1 citation

humanimaging

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