Reduced and stable feature sets selection with random forest for neurons segmentation in histological images of macaque brain

In preclinical research, histology images are produced using powerful optical microscopes to digitize entire sections at cell scale. Quantification of stained tissue relies on machine learning driven segmentation. However, such methods require multiple additional information, or features, which are...

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Detalles Bibliográficos
Autores principales: Bouvier, C., Souedet, N., Levy, J., Jan, C., You, Z., Herard, A.-S., Mergoil, G., Rodriguez, B. H., Clouchoux, C., Delzescaux, T.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2021
Materias:
Article
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8626511/
https://www.ncbi.nlm.nih.gov/pubmed/34836996
http://dx.doi.org/10.1038/s41598-021-02344-6

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