Multimodal image registration and connectivity analysis for integration of connectomic data from microscopy to MRI

Many approaches exist to process data from individual imaging modalities, but integrating them is challenging. The authors develop an automated resource that enables co-registered network- and tract-level analysis of macroscopic in-vivo imaging and microscopic imaging of cleared tissue.

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Autores principales: Maged Goubran, Christoph Leuze, Brian Hsueh, Markus Aswendt, Li Ye, Qiyuan Tian, Michelle Y. Cheng, Ailey Crow, Gary K. Steinberg, Jennifer A. McNab, Karl Deisseroth, Michael Zeineh
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Lenguaje:EN
Publicado: Nature Portfolio 2019
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Acceso en línea:https://doaj.org/article/f0971bd01cd840d797c0f0138c81f2fa
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spelling oai:doaj.org-article:f0971bd01cd840d797c0f0138c81f2fa2021-12-02T17:32:56ZMultimodal image registration and connectivity analysis for integration of connectomic data from microscopy to MRI10.1038/s41467-019-13374-02041-1723https://doaj.org/article/f0971bd01cd840d797c0f0138c81f2fa2019-12-01T00:00:00Zhttps://doi.org/10.1038/s41467-019-13374-0https://doaj.org/toc/2041-1723Many approaches exist to process data from individual imaging modalities, but integrating them is challenging. The authors develop an automated resource that enables co-registered network- and tract-level analysis of macroscopic in-vivo imaging and microscopic imaging of cleared tissue.Maged GoubranChristoph LeuzeBrian HsuehMarkus AswendtLi YeQiyuan TianMichelle Y. ChengAiley CrowGary K. SteinbergJennifer A. McNabKarl DeisserothMichael ZeinehNature PortfolioarticleScienceQENNature Communications, Vol 10, Iss 1, Pp 1-17 (2019)
institution DOAJ
collection DOAJ
language EN
topic Science
Q
spellingShingle Science
Q
Maged Goubran
Christoph Leuze
Brian Hsueh
Markus Aswendt
Li Ye
Qiyuan Tian
Michelle Y. Cheng
Ailey Crow
Gary K. Steinberg
Jennifer A. McNab
Karl Deisseroth
Michael Zeineh
Multimodal image registration and connectivity analysis for integration of connectomic data from microscopy to MRI
description Many approaches exist to process data from individual imaging modalities, but integrating them is challenging. The authors develop an automated resource that enables co-registered network- and tract-level analysis of macroscopic in-vivo imaging and microscopic imaging of cleared tissue.
format article
author Maged Goubran
Christoph Leuze
Brian Hsueh
Markus Aswendt
Li Ye
Qiyuan Tian
Michelle Y. Cheng
Ailey Crow
Gary K. Steinberg
Jennifer A. McNab
Karl Deisseroth
Michael Zeineh
author_facet Maged Goubran
Christoph Leuze
Brian Hsueh
Markus Aswendt
Li Ye
Qiyuan Tian
Michelle Y. Cheng
Ailey Crow
Gary K. Steinberg
Jennifer A. McNab
Karl Deisseroth
Michael Zeineh
author_sort Maged Goubran
title Multimodal image registration and connectivity analysis for integration of connectomic data from microscopy to MRI
title_short Multimodal image registration and connectivity analysis for integration of connectomic data from microscopy to MRI
title_full Multimodal image registration and connectivity analysis for integration of connectomic data from microscopy to MRI
title_fullStr Multimodal image registration and connectivity analysis for integration of connectomic data from microscopy to MRI
title_full_unstemmed Multimodal image registration and connectivity analysis for integration of connectomic data from microscopy to MRI
title_sort multimodal image registration and connectivity analysis for integration of connectomic data from microscopy to mri
publisher Nature Portfolio
publishDate 2019
url https://doaj.org/article/f0971bd01cd840d797c0f0138c81f2fa
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