Automated classification of dense calcium tissues in gray-scale intravascular ultrasound images using a deep belief network

BACKGROUND: IVUS is widely used to quantitatively assess coronary artery disease. The purpose of this study was to automatically characterize dense calcium (DC) tissue in the gray scale intravascular ultrasound (IVUS) images using the image textural features. METHODS: A total of 316 Gy-scale IVUS an...

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Detalles Bibliográficos
Autores principales: Lee, Juhwan, Hwang, Yoo Na, Kim, Ga Young, Kwon, Ji Yean, Kim, Sung Min
Formato: Online Artículo Texto
Lenguaje:English
Publicado: BioMed Central 2019
Materias:
Research Article
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6937730/
https://www.ncbi.nlm.nih.gov/pubmed/31888535
http://dx.doi.org/10.1186/s12880-019-0403-8

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6937730/
https://www.ncbi.nlm.nih.gov/pubmed/31888535
http://dx.doi.org/10.1186/s12880-019-0403-8

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