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Anatomical Modeling of Brain Vasculature in Two-Photon Microscopy by Generalizable Deep Learning

Objective and Impact Statement. 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 reg...

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Detalles Bibliográficos
Autores principales: Tahir, Waleed, Kura, Sreekanth, Zhu, Jiabei, Cheng, Xiaojun, Damseh, Rafat, Tadesse, Fetsum, Seibel, Alex, Lee, Blaire S., Lesage, Frédéric, Sakadžic, Sava, Boas, David A., Tian, Lei
Formato: Online Artículo Texto
Lenguaje:English
Publicado: AAAS 2020
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10521669/
https://www.ncbi.nlm.nih.gov/pubmed/37849965
http://dx.doi.org/10.34133/2020/8620932