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Generative and discriminative model-based approaches to microscopic image restoration and segmentation

Image processing is one of the most important applications of recent machine learning (ML) technologies. Convolutional neural networks (CNNs), a popular deep learning-based ML architecture, have been developed for image processing applications. However, the application of ML to microscopic images is...

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Detalles Bibliográficos
Autores principales: Ishii, Shin, Lee, Sehyung, Urakubo, Hidetoshi, Kume, Hideaki, Kasai, Haruo
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Oxford University Press 2020
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7141893/
https://www.ncbi.nlm.nih.gov/pubmed/32215571
http://dx.doi.org/10.1093/jmicro/dfaa007