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A topological encoding convolutional neural network for segmentation of 3D multiphoton images of brain vasculature using persistent homology

The clinical evidence suggests that cognitive disorders are associated with vasculature dysfunction and decreased blood flow in the brain. Hence, a functional understanding of the linkage between brain functionality and the vascular network is essential. However, methods to systematically and quanti...

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Podrobná bibliografie
Vydáno v:Conf Comput Vis Pattern Recognit Workshops
Hlavní autoři: Haft-Javaherian, Mohammad, Villiger, Martin, Schaffer, Chris B., Nishimura, Nozomi, Golland, Polina, Bouma, Brett E.
Médium: Artigo
Jazyk:Inglês
Vydáno: 2020
Témata:
On-line přístup:https://ncbi.nlm.nih.gov/pmc/articles/PMC8059194/
https://ncbi.nlm.nih.gov/pubmed/33889437
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1109/cvprw50498.2020.00503
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