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Attention U-net for automated pulmonary fissure integrity analysis in lung computed tomography images

Computed Tomography (CT) imaging is routinely used for imaging of the lungs. Deep learning can effectively automate complex and laborious tasks in medical imaging. In this work, a deep learning technique is utilized to assess lobar fissure completeness (also known as fissure integrity) from pulmonar...

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Detalles Bibliográficos
Autores principales: Althof, Zachary W., Gerard, Sarah E., Eskandari, Ali, Galizia, Mauricio S., Hoffman, Eric A., Reinhardt, Joseph M.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10465516/
https://www.ncbi.nlm.nih.gov/pubmed/37644125
http://dx.doi.org/10.1038/s41598-023-41322-y