Publications

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Journal Articles


Quantitative microbiology with widefield microscopy: navigating optical artefacts for accurate interpretations

Published in npj Imaging, 2024

Analysing optical artefacts affecting quantification of single-cell parameters using virtual microscopy and bioimage analysis of targetted experiments.

Recommended citation: Hardo, Georgeos., et al. (2024). "Quantitative microbiology with widefield microscopy: navigating optical artefacts for accurate interpretations." npj Imaging
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Synthetic Micrographs of Bacteria (SyMBac) allows accurate segmentation of bacterial cells using deep neural networks

Published in BMC Biology, 2022

A tool to generate synthetic training data of bacteria under the microscope to train highly accurate and precise segmentation and tracking models.

Recommended citation: Hardo, Georgeos., et al. (2022). "Synthetic Micrographs of Bacteria (SyMBac) allows accurate segmentation of bacterial cells using deep neural networks." BMC Biology. 20, 263.
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Challenges of analysing stochastic gene expression in bacteria using single-cell time-lapse experiments

Published in Essays in Biochemistry, 2021

Here we look at the issues surrounding measurement of single-cell gene expression in bacteria growing in microfluidic devices such as the mother machine.

Recommended citation: Hardo, Georgeos., Bakshi, Somenath. (2021). "Challenges of analysing stochastic gene expression in bacteria using single-cell time-lapse experiments." Essays in Biochemistry. 65(1).
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