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Multi-Resolution Convolutional Neural Networks for Fully Automated Segmentation of Acutely Injured Lungs in Multiple Species

Segmentation of lungs with acute respiratory distress syndrome (ARDS) is a challenging task due to diffuse opacification in dependent regions which results in little to no contrast at the lung boundary. For segmentation of severely injured lungs, local intensity and texture information, as well as g...

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Detalhes bibliográficos
Publicado no:Med Image Anal
Main Authors: Gerard, Sarah E., Herrmann, Jacob, Kaczka, David W., Musch, Guido, Fernandez-Bustamante, Ana, Reinhardt, Joseph M.
Formato: Artigo
Idioma:Inglês
Publicado em: 2019
Assuntos:
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC6980773/
https://ncbi.nlm.nih.gov/pubmed/31760194
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1016/j.media.2019.101592
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