An analysis modality for vascular structures combining tissue-clearing technology and topological data analysis

An analysis modality for vascular structures combining tissue-clearing technology and topological data analysis

Understanding blood and lymphatic vasculature networks is currently limited by existing imaging systems and quantification methods. Here the authors use the tissue clearing method CUBIC to generate 3D images, machine learning to capture the signals, and extract geometric features by topological data...

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Bibliographic Details
Main Authors: Kei Takahashi, Ko Abe, Shimpei I. Kubota, Noriaki Fukatsu, Yasuyuki Morishita, Yasuhiro Yoshimatsu, Satoshi Hirakawa, Yoshiaki Kubota, Tetsuro Watabe, Shogo Ehata, Hiroki R. Ueda, Teppei Shimamura, Kohei Miyazono
Format: Article
Language:English
Published: Nature Portfolio 2022-09-01
Series:Nature Communications
Online Access:https://doi.org/10.1038/s41467-022-32848-2

Internet

https://doi.org/10.1038/s41467-022-32848-2

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