Article

Anatomical modeling of brain vasculature in two-photon microscopy by generalizable deep learning

2020-08-10

Abstract excerpt

<h4>Objective and Impact Statement</h4> Segmentation of blood vessels from two-photon microscopy (2PM) angiograms of brains has important applications in hemodynamic analysis and disease diagnosis. Here we develop a generalizable deep learning technique for accurate 2PM vascular segmentation of sizable regions in mouse brains acquired from multiple 2PM setups. The technique is computationally efficient, thus idea...

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Literature Corpus work: 31dc4afd-c05e-5cad-8ee5-44361847771e
DOI: 10.1101/2020.08.09.243394

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