Multi-Layer Perceptron Classifier with the Proposed Combined Feature Vector of 3D CNN Features and Lung Radiomics Features for COPD Stage Classification

Computed tomography (CT) has been regarded as the most effective modality for characterizing and quantifying chronic obstructive pulmonary disease (COPD). Therefore, chest CT images should provide more information for COPD diagnosis, such as COPD stage classification. This paper proposes a features...

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Detalles Bibliográficos
Autores principales: Yang, Yingjian, Zeng, Nanrong, Chen, Ziran, Li, Wei, Guo, Yingwei, Wang, Shicong, Duan, Wenxin, Liu, Yang, Chen, Rongchang, Kang, Yan
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Hindawi 2023
Materias:
Research Article
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10637846/
https://www.ncbi.nlm.nih.gov/pubmed/37953910
http://dx.doi.org/10.1155/2023/3715603

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10637846/
https://www.ncbi.nlm.nih.gov/pubmed/37953910
http://dx.doi.org/10.1155/2023/3715603

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