Active learning framework with iterative clustering for bioimage classification

Advances in imaging systems have yielded a flood of images into the research field. A semi-automated facility can reduce the laborious task of classifying this large number of images. Here we report the development of a novel framework, CARTA (Clustering-Aided Rapid Training Agent), applicable to bi...

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Detalles Bibliográficos
Autores principales: Kutsuna, Natsumaro, Higaki, Takumi, Matsunaga, Sachihiro, Otsuki, Tomoshi, Yamaguchi, Masayuki, Fujii, Hirofumi, Hasezawa, Seiichiro
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Pub. Group 2012
Materias:
Article
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3432472/
https://www.ncbi.nlm.nih.gov/pubmed/22929789
http://dx.doi.org/10.1038/ncomms2030

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3432472/
https://www.ncbi.nlm.nih.gov/pubmed/22929789
http://dx.doi.org/10.1038/ncomms2030

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