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ZENODO
Dataset . 2024
License: CC BY
Data sources: ZENODO
image/svg+xml art designer at PLoS, modified by Wikipedia users Nina, Beao, JakobVoss, and AnonMoos Open Access logo, converted into svg, designed by PLoS. This version with transparent background. http://commons.wikimedia.org/wiki/File:Open_Access_logo_PLoS_white.svg art designer at PLoS, modified by Wikipedia users Nina, Beao, JakobVoss, and AnonMoos http://www.plos.org/
ZENODO
Dataset . 2025
License: CC BY
Data sources: ZENODO
ZENODO
Dataset . 2025
License: CC BY
Data sources: Datacite
ZENODO
Dataset . 2024
License: CC BY
Data sources: Datacite
ZENODO
Dataset . 2025
License: CC BY
Data sources: Datacite
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Antibiotics Change the Growth Rate Heterogeneity and Morphology of Bacteria

Authors: Kals, Morten; Kals, Emma; Kotar, Jurij; Allen, Donald; Mancini, Leonardo; Cicuta, Pietro;

Antibiotics Change the Growth Rate Heterogeneity and Morphology of Bacteria

Abstract

Each experiment was conducted on the Multipad Agarose Plate (MAP) and is labeled with BE followed by a number. This repository contains four main elements: The file Experiment condition map.json describes how the MAP platforms were set up for each experiment. Some datasets also include data that was discarded. The folder Benchmarking contains data for how we validated the performance of our PadAnalyser package. Originals have a set of images of bacteria affected by antibiotics that produce different morphologies. Annotated_raw is the human-labelled version of these, and Annotated are these converted to a format that can be used by code for comparison. Segmentation Benchmarking.ipynb is a Jupyter Notebook that segments the cells and compares the output to the annotated data. The folder Dataframes contains Pandas data frames from all experiments, classified by bacteria species. The folder Videos contains debug videos visualising how the segmentation algorithm performed on the different datasets. Contact us for access to the raw data. Videos in the format *_ssi.mp4 contain single-cell masks, and *_css.mp4 contains colony masks. 

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selected citations
These citations are derived from selected sources.
This is an alternative to the "Influence" indicator, which also reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Citations provided by BIP!
popularity
This indicator reflects the "current" impact/attention (the "hype") of an article in the research community at large, based on the underlying citation network.
BIP!Popularity provided by BIP!
influence
This indicator reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Influence provided by BIP!
impulse
This indicator reflects the initial momentum of an article directly after its publication, based on the underlying citation network.
BIP!Impulse provided by BIP!
1
Average
Average
Average