A Generalized Deep Learning-Based Diagnostic System for Early Diagnosis of Various Types of Pulmonary Nodules

A novel framework for the classification of lung nodules using computed tomography scans is proposed in this article. To get an accurate diagnosis of the detected lung nodules, the proposed framework integrates the following 2 groups of features: (1) appearance features modeled using the higher orde...

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Detalles Bibliográficos
Autores principales: Shaffie, Ahmed, Soliman, Ahmed, Fraiwan, Luay, Ghazal, Mohammed, Taher, Fatma, Dunlap, Neal, Wang, Brian, van Berkel, Victor, Keynton, Robert, Elmaghraby, Adel, El-Baz, Ayman
Formato: Online Artículo Texto
Lenguaje:English
Publicado: SAGE Publications 2018
Materias:
Deep Learning in Molecular Imaging-Original Article
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6153532/
https://www.ncbi.nlm.nih.gov/pubmed/30244648
http://dx.doi.org/10.1177/1533033818798800

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6153532/
https://www.ncbi.nlm.nih.gov/pubmed/30244648
http://dx.doi.org/10.1177/1533033818798800

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