Classification and counting of cells in brightfield microscopy images: an application of Convolutional Neural Networks
E. K. G. D. Ferreira,
Guilherme Silveira
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 images, presents challenges. In response, machine learning algorithms have been integrated into microscopy, automating tasks and constructing predictive models from vast datasets. These models adeptly learn representations for objec… Show more
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