<?xml version="1.0" encoding="UTF-8" ?><OAI-PMH xmlns="http://www.openarchives.org/OAI/2.0/" xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance" xsi:schemaLocation="http://www.openarchives.org/OAI/2.0/ http://www.openarchives.org/OAI/2.0/OAI-PMH.xsd"><responseDate>2026-10-10T23:21:03Z</responseDate><request identifier="10.48606/74" metadataPrefix="oai_dc" verb="GetRecord">https://www.radar-service.eu/oai/OAIHandler</request><GetRecord><record><header><identifier>10.48606/74</identifier><datestamp>2026-04-24T07:44:06Z</datestamp></header><metadata><oai_dc:dc xmlns:dc="http://purl.org/dc/elements/1.1/"
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   <dc:identifier>https://dx.doi.org/10.48606/74</dc:identifier>
   <dc:creator>Toulany, Nikan</dc:creator>
   <dc:title>TwinNetworkDataset016</dc:title>
   <dc:publisher>University of Konstanz</dc:publisher>
   <dc:date>2023</dc:date>
   <dc:subject>Biology</dc:subject>
   <dc:type>dataset</dc:type>
   <dc:subject>Dataset for Twin Network; Brightfield microscopy data of zebrafish embryos 1.5-12.5hpf</dc:subject>
   <dc:subject>Dataset</dc:subject>
   <dc:rights>info:eu-repo/semantics/openAccess</dc:rights>
   <dc:rights>https://creativecommons.org/licenses/by/4.0/legalcode</dc:rights>
   <dc:contributor>Morales-Navarrete, Hernan</dc:contributor>
   <dc:contributor>Ünalan, Murat</dc:contributor>
   <dc:contributor>Müller, Patrick</dc:contributor>
   <dc:description>The data comprises bright-field time-lapse images of zebrafish embryos acquired in multiple batches within multi-well plates using an Acquifer Imaging Machine. Embryos from incrosses of Tg(sebox:EGFP) zebrafish strains were used for imaging. Imaging started with embryos between 1.5-2.5 hpf and ended with embryos between 11.5-12.5 hpf. Images of embryos were acquired at 241 acquisition time points with a time interval of 150 s between each acquisition time point. Individual embryo segments were identified and extracted using a trained neural network for object detection. Within this experiment folder, data are organized by microscope position and embryo number.</dc:description>
   <dc:subject>Twin Network</dc:subject>
   <dc:subject>TwinNet</dc:subject>
   <dc:subject>zebrafish</dc:subject>
   <dc:subject>embryogenesis</dc:subject>
   <dc:subject>deep learning</dc:subject>
   <dc:subject>developmental biology</dc:subject>
   <dc:subject>computational biology</dc:subject>
   <dc:contributor>Morales-Navarrete, Hernan</dc:contributor>
   <dc:contributor>Ünalan, Murat</dc:contributor>
   <dc:contributor>Müller, Patrick</dc:contributor>
   <dc:relation>10.48606/50</dc:relation>
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