Improving Accuracy of Lung Nodule Classification Using Deep Learning with Focal Loss

Early detection and classification of pulmonary nodules using computer-aided diagnosis (CAD) systems is useful in reducing mortality rates of lung cancer. In this paper, we propose a new deep learning method to improve classification accuracy of pulmonary nodules in computed tomography (CT) scans. O...

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Detalles Bibliográficos
Autores principales: Tran, Giang Son, Nghiem, Thi Phuong, Nguyen, Van Thi, Luong, Chi Mai, Burie, Jean-Christophe
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Hindawi 2019
Materias:
Research Article
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6378763/
https://www.ncbi.nlm.nih.gov/pubmed/30863524
http://dx.doi.org/10.1155/2019/5156416

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6378763/
https://www.ncbi.nlm.nih.gov/pubmed/30863524
http://dx.doi.org/10.1155/2019/5156416

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