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        <parTitl xml:lang="en">Live-cell Phase Contrast image dataset using a balanced class benchmark assay</parTitl>
        <IDNo agency="SND">doi-10-17044-scilifelab-29315642-0</IDNo>
        <IDNo agency="DOI">https://doi.org/10.17044/SCILIFELAB.29315642</IDNo>
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        <producer xml:lang="en" abbr="SND">Swedish National Data Service</producer>
        <producer xml:lang="sv" abbr="SND">Svensk nationell datatjänst</producer>
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      <holdings URI="https://doi.org/10.17044/SCILIFELAB.29315642">Landing page</holdings>
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    <citation>
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        <parTitl xml:lang="en">Live-cell Phase Contrast image dataset using a balanced class benchmark assay</parTitl>
        <IDNo agency="SND">doi-10-17044-scilifelab-29315642-0</IDNo>
        <IDNo agency="DOI">https://doi.org/10.17044/SCILIFELAB.29315642</IDNo>
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        <AuthEnty xml:lang="en" affiliation="Science for Life Laboratory">Holmberg, David</AuthEnty>
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        <distrbtr xml:lang="en" abbr="SND" URI="https://snd.se">Swedish National Data Service</distrbtr>
        <distrbtr xml:lang="sv" abbr="SND" URI="https://snd.se">Svensk nationell datatjänst</distrbtr>
        <distDate xml:lang="en" date="2026-01-21" />
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      <abstract xml:lang="en" contentType="abstract">Dataset generated for 10.1101/2025.04.22.649936 (https://doi.org/10.1101/2025.04.22.649936) , using an assay with 6 balanced MoA classes. The dataset contains time-lapse images of A549 and U2OS cells.

Paired github repository: https://github.com/edvinforsgren/LCTP

The data contains time-lapse images of two cell lines (A549 and U2OS). The cells were cultivated in an benchmark assay developed for a paper where analysis of a single time-point versus analysis of the full time-lapse was evaluated as a way to determine if adding temporal data could enhance the mined features and improve downstream tasks. 

The experimental set-up consists of three biological replicates (i.e. three plates with unique layout variants) for each cell-line (A549 and U2OS) with 5 technical replicates (i.e. 5 wells) and 15 DMSO control wells each - for a total of 15 replicates and 45 DMSO replicates for each cell-line. 

The time-lapse acquisition was taken with 2 hours between each acquisition over a duration of 72 hours.</abstract>
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        <restrctn xml:lang="sv">Åtkomst till data via extern aktör. </restrctn>
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