Automated estimation of total lung volume using chest radiographs and deep learning

BACKGROUND: Total lung volume is an important quantitative biomarker and is used for the assessment of restrictive lung diseases. PURPOSE: In this study, we investigate the performance of several deep‐learning approaches for automated measurement of total lung volume from chest radiographs. METHODS:...

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Detalles Bibliográficos
Autores principales: Sogancioglu, Ecem, Murphy, Keelin, Th.Scholten, Ernst, Boulogne, Luuk H., Prokop, Mathias, van Ginneken, Bram
Formato: Online Artículo Texto
Lenguaje:English
Publicado: John Wiley and Sons Inc. 2022
Materias:
QUANTITATIVE IMAGING AND IMAGE PROCESSING
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9545721/
https://www.ncbi.nlm.nih.gov/pubmed/35388486
http://dx.doi.org/10.1002/mp.15655

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9545721/
https://www.ncbi.nlm.nih.gov/pubmed/35388486
http://dx.doi.org/10.1002/mp.15655

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