Supervised Learning With Perceptual Similarity for Multimodal Gene Expression Registration of a Mouse Brain Atlas

Supervised Learning With Perceptual Similarity for Multimodal Gene Expression Registration of a Mouse Brain Atlas

The acquisition of high quality maps of gene expression in the rodent brain is of fundamental importance to the neuroscience community. The generation of such datasets relies on registering individual gene expression images to a reference volume, a task encumbered by the diversity of staining techni...

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Bibliographic Details
Main Authors: Jan Krepl, Francesco Casalegno, Emilie Delattre, Csaba Erö, Huanxiang Lu, Daniel Keller, Dimitri Rodarie, Henry Markram, Felix Schürmann
Format: Article
Language:English
Published: Frontiers Media S.A. 2021-07-01
Series:Frontiers in Neuroinformatics
Subjects:
multimodal image registration
perceptual similarity
gene expression brain atlas
Allen mouse brain atlas
non-rigid
machine learning
Online Access:https://www.frontiersin.org/articles/10.3389/fninf.2021.691918/full

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https://www.frontiersin.org/articles/10.3389/fninf.2021.691918/full

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