A Novel Multiinstance Learning Approach for Liver Cancer Recognition on Abdominal CT Images Based on CPSO-SVM and IO

A novel multi-instance learning (MIL) method is proposed to recognize liver cancer with abdominal CT images based on instance optimization (IO) and support vector machine with parameters optimized by a combination algorithm of particle swarm optimization and local optimization (CPSO-SVM). Introducin...

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Detalles Bibliográficos
Autores principales: Jiang, Huiyan, Zheng, Ruiping, Yi, Dehui, Zhao, Di
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Hindawi Publishing Corporation 2013
Materias:
Research Article
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3867923/
https://www.ncbi.nlm.nih.gov/pubmed/24368931
http://dx.doi.org/10.1155/2013/434969

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3867923/
https://www.ncbi.nlm.nih.gov/pubmed/24368931
http://dx.doi.org/10.1155/2013/434969

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