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Deep learning for automated size and shape analysis of nanoparticles in scanning electron microscopy

The automated analysis of nanoparticles, imaged by scanning electron microscopy, was implemented by a deep-learning (artificial intelligence) procedure based on convolutional neural networks (CNNs). It is possible to extract quantitative information on particle size distributions and particle shapes...

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Detalles Bibliográficos
Autores principales: Bals, Jonas, Epple, Matthias
Formato: Online Artículo Texto
Lenguaje:English
Publicado: The Royal Society of Chemistry 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9850277/
https://www.ncbi.nlm.nih.gov/pubmed/36756420
http://dx.doi.org/10.1039/d2ra07812k