A Sparse Representation Based Method to Classify Pulmonary Patterns of Diffuse Lung Diseases

We applied and optimized the sparse representation (SR) approaches in the computer-aided diagnosis (CAD) to classify normal tissues and five kinds of diffuse lung disease (DLD) patterns: consolidation, ground-glass opacity, honeycombing, emphysema, and nodule. By using the K-SVD which is based on th...

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Detalles Bibliográficos
Autores principales: Zhao, Wei, Xu, Rui, Hirano, Yasushi, Tachibana, Rie, Kido, Shoji
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Hindawi Publishing Corporation 2015
Materias:
Research Article
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4363677/
https://www.ncbi.nlm.nih.gov/pubmed/25821509
http://dx.doi.org/10.1155/2015/567932

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4363677/
https://www.ncbi.nlm.nih.gov/pubmed/25821509
http://dx.doi.org/10.1155/2015/567932

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