Cargando…
Improved detection of air trapping on expiratory computed tomography using deep learning
BACKGROUND: Radiologic evidence of air trapping (AT) on expiratory computed tomography (CT) scans is associated with early pulmonary dysfunction in patients with cystic fibrosis (CF). However, standard techniques for quantitative assessment of AT are highly variable, resulting in limited efficacy fo...
Autores principales: | Ram, Sundaresh, Hoff, Benjamin A., Bell, Alexander J., Galban, Stefanie, Fortuna, Aleksa B., Weinheimer, Oliver, Wielpütz, Mark O., Robinson, Terry E., Newman, Beverley, Vummidi, Dharshan, Chughtai, Aamer, Kazerooni, Ella A., Johnson, Timothy D., Han, MeiLan K., Hatt, Charles R., Galban, Craig J. |
---|---|
Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Public Library of Science
2021
|
Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7990199/ https://www.ncbi.nlm.nih.gov/pubmed/33760861 http://dx.doi.org/10.1371/journal.pone.0248902 |
Ejemplares similares
-
Quantitative CT Correlates with Local Inflammation in Lung of Patients with Subtypes of Chronic Lung Allograft Dysfunction
por: Ram, Sundaresh, et al.
Publicado: (2022) -
Quantitative CT of Normal Lung Parenchyma and Small Airways Disease Topologies are Associated With COPD Severity and Progression
por: Bell, Alexander J., et al.
Publicado: (2023) -
Validation of automated lobe segmentation on paired inspiratory-expiratory chest CT in 8-14 year-old children with cystic fibrosis
por: Konietzke, Philip, et al.
Publicado: (2018) -
MDCT-based longitudinal automated airway and air trapping analysis in school-age children with mild cystic fibrosis lung disease
por: Weinheimer, Oliver, et al.
Publicado: (2023) -
CT-based Biomarker Provides Unique Signature for Diagnosis of COPD Phenotypes and Disease Progression
por: Galbán, Craig J., et al.
Publicado: (2012)