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Application of Machine Learning for Segmentation of the Pulmonary Acinus Imaged by Synchrotron X-Ray Tomography

BACKGROUND: To assess the effectiveness of inhalation therapy, it is important to evaluate the lungs' structure; thus, visualization of the entire lungs at the level of the alveoli is necessary. To achieve this goal, the applied visualization technique must satisfy the following two conditions...

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Detalles Bibliográficos
Autores principales: Arsic, Branko, Saveljic, Igor, Henry, Frank S., Filipovic, Nenad, Tsuda, Akira
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Mary Ann Liebert, Inc., publishers 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9942171/
https://www.ncbi.nlm.nih.gov/pubmed/36576411
http://dx.doi.org/10.1089/jamp.2022.0051