Ontology highlight
ABSTRACT:
SUBMITTER: Damseh R
PROVIDER: S-EPMC6546554 | biostudies-literature | 2019 Nov
REPOSITORIES: biostudies-literature
IEEE journal of biomedical and health informatics 20181203 6
Graph models of cerebral vasculature derived from two-photon microscopy have shown to be relevant to study brain microphysiology. Automatic graphing of these microvessels remain problematic due to the vascular network complexity and two-photon sensitivity limitations with depth. In this paper, we propose a fully automatic processing pipeline to address this issue. The modeling scheme consists of a fully-convolution neural network to segment microvessels, a three-dimensional surface model generat ...[more]