Classification and counting of cells in brightfield microscopy images: an application of convolutional neural networks

Abstract Microscopy is integral to medical research, facilitating the exploration of various biological questions, notably cell quantification. However, this process's time-consuming and error-prone nature, attributed to human intervention or automated methods usually applied to fluorescent ima...

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Bibliographic Details

Published in:	Scientific Reports
Main Authors:	E. K. G. D. Ferreira, G. F. Silveira
Format:	Article
Language:	English
Published:	Nature Portfolio 2024-04-01
Subjects:	Cell lineages CNNs Machine learning Microscopic image
Online Access:	https://doi.org/10.1038/s41598-024-59625-z