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Open Access
Peer-reviewed
Research Article
U-Net based vessel segmentation for murine brains with small micro-magnetic resonance imaging reference datasets
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Christoph Praschl ,
Roles Methodology, Supervision, Writing – original draft, Writing – review & editing
* E-mail: christoph.praschl@fh-hagenberg.at
Affiliation Department of Medical and Bioinformatics, School of Informatics, Communications and Media, University of Applied Sciences Upper Austria, Hagenberg i. M., Austria
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Lydia M. Zopf,
Roles Conceptualization, Data curation, Resources, Validation, Writing – original draft, Writing – review & editing
Affiliations Ludwig Boltzmann Institute for Experimental and Clinical Traumatology in the AUVA trauma research center, Austrian Cluster for Tissue Regeneration, Vienna, Austria, Vienna BioCenter Core Facilities GmbH (VBCF), Vienna, Austria
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Emma Kiemeyer,
Roles Investigation, Methodology, Software, Visualization
Affiliation Department of Medical and Bioinformatics, School of Informatics, Communications and Media, University of Applied Sciences Upper Austria, Hagenberg i. M., Austria
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Ines Langthallner,
Roles Conceptualization, Methodology, Software, Visualization
Affiliation Department of Medical and Bioinformatics, School of Informatics, Communications and Media, University of Applied Sciences Upper Austria, Hagenberg i. M., Austria
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Daniel Ritzberger,
Roles Investigation, Methodology, Software, Visualization
Affiliation Department of Medical and Bioinformatics, School of Informatics, Communications and Media, University of Applied Sciences Upper Austria, Hagenberg i. M., Austria
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Adrian Slowak,
Roles Investigation, Methodology, Software, Visualization
Affiliation Department of Medical and Bioinformatics, School of Informatics, Communications and Media, University of Applied Sciences Upper Austria, Hagenberg i. M., Austria
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Martin Weigl,
Roles Investigation, Methodology, Software, Visualization
Affiliation Department of Medical and Bioinformatics, School of Informatics, Communications and Media, University of Applied Sciences Upper Austria, Hagenberg i. M., Austria
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Valentin Blüml,
Roles Data curation, Resources, Writing – review & editing
Affiliation Vienna BioCenter Core Facilities GmbH (VBCF), Vienna, Austria
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Nebojša Nešić,
Roles Data curation, Resources, Writing – review & editing
Affiliation Faculty of Informatics and Computation, Singidunum University, Belgrade, Serbia
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Miloš Stojmenović,
Roles Data curation, Resources, Writing – review & editing
Affiliation Faculty of Informatics and Computation, Singidunum University, Belgrade, Serbia
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Kathrin M. Kniewallner,
Roles Data curation, Resources, Writing – review & editing
Affiliation Institute of Molecular Regenerative Medicine, Spinal Cord Injury and Tissue Regeneration Center Salzburg, Paracelsus Medical University, Salzburg, Austria
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Ludwig Aigner,
Roles Data curation, Resources, Writing – review & editing
Affiliation Institute of Molecular Regenerative Medicine, Spinal Cord Injury and Tissue Regeneration Center Salzburg, Paracelsus Medical University, Salzburg, Austria
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Stephan Winkler,
Roles Supervision, Writing – original draft, Writing – review & editing
Affiliation Department of Medical and Bioinformatics, School of Informatics, Communications and Media, University of Applied Sciences Upper Austria, Hagenberg i. M., Austria
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Andreas Walter
Roles Conceptualization, Funding acquisition, Resources, Writing – original draft, Writing – review & editing
Affiliations Vienna BioCenter Core Facilities GmbH (VBCF), Vienna, Austria, Centre of Optical Technologies, Aalen University, Aalen, Germany
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U-Net based vessel segmentation for murine brains with small micro-magnetic resonance imaging reference datasets
- Christoph Praschl,
- Lydia M. Zopf,
- Emma Kiemeyer,
- Ines Langthallner,
- Daniel Ritzberger,
- Adrian Slowak,
- Martin Weigl,
- Valentin Blüml,
- Nebojša Nešić,
- Miloš Stojmenović
- Published: October 12, 2023
- https://doi.org/10.1371/journal.pone.0291946