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A Generic Approach to Lung Field Segmentation from Chest Radiographs using Deep Space and Shape Learning

Computer-aided diagnosis (CAD) techniques for lung field segmentation from chest radiographs (CXR) have been proposed for adult cohorts, but rarely for pediatric subjects. Statistical shape models (SSMs), the workhorse of most state-of-the-art CXR-based lung field segmentation methods, do not effici...

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Detalles Bibliográficos
Publicado en:IEEE Trans Biomed Eng
Main Authors: Mansoor, Awais, Cerrolaza, Juan J., Perez, Geovanny, Biggs, Elijah, Okada, Kazunori, Nino, Gustavo, Linguraru, Marius George
Formato: Artigo
Idioma:Inglês
Publicado: 2019
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Acceso en liña:https://ncbi.nlm.nih.gov/pmc/articles/PMC7293875/
https://ncbi.nlm.nih.gov/pubmed/31425015
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1109/TBME.2019.2933508
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