<oai_dc:dc xmlns:dc="http://purl.org/dc/elements/1.1/" xmlns:oai_dc="http://www.openarchives.org/OAI/2.0/oai_dc/" xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance" xsi:schemaLocation="http://www.openarchives.org/OAI/2.0/oai_dc/ http://www.openarchives.org/OAI/2.0/oai_dc.xsd">
  <dc:creator>de Reuille PB</dc:creator>
  <dc:creator>Ragni L</dc:creator>
  <dc:date>2017</dc:date>
  <dc:description xmlns:ns0="xml" ns0:lang="en">Quantification of vascular morphodynamics during secondary growth has been hampered by the scale of the process. Even in the tiny model plant Arabidopsis thaliana, the xylem can include more than 2000 cells in a single cross section, rendering manual counting impractical. Moreover, due to its deep location, xylem is an inaccessible tissue, limiting live imaging. A novel method to visualize and measure secondary growth progression has been proposed: "the Quantitative Histology" approach. This method is based on a detailed anatomical atlas, and image segmentation coupled with machine learning to automatically extract cell shapes and identify cell type. Here we present a new version of this approach, with a user-friendly interface implemented in the open source software LithoGraphX.</dc:description>
  <dc:identifier>https://sonar.ch/global/documents/58043</dc:identifier>
  <dc:language>eng</dc:language>
  <dc:relation>info:eu-repo/semantics/altIdentifier/doi/10.1007/978-1-4939-6722-3_10</dc:relation>
  <dc:relation>info:eu-repo/semantics/altIdentifier/pmid/28050833</dc:relation>
  <dc:source>Methods in molecular biology (Clifton, N.J.). - 2017</dc:source>
  <dc:subject xmlns:ns1="xml" ns1:lang="en">Arabidopsis hypocotyl</dc:subject>
  <dc:subject xmlns:ns2="xml" ns2:lang="en">Cell segmentation</dc:subject>
  <dc:subject xmlns:ns3="xml" ns3:lang="en">LithoGraphX</dc:subject>
  <dc:subject xmlns:ns4="xml" ns4:lang="en">Quantitative histology</dc:subject>
  <dc:subject xmlns:ns5="xml" ns5:lang="en">Arabidopsis</dc:subject>
  <dc:subject xmlns:ns6="xml" ns6:lang="en">Image Interpretation, Computer-Assisted</dc:subject>
  <dc:subject xmlns:ns7="xml" ns7:lang="en">Image Processing, Computer-Assisted</dc:subject>
  <dc:subject xmlns:ns8="xml" ns8:lang="en">Microscopy</dc:subject>
  <dc:subject xmlns:ns9="xml" ns9:lang="en">Plant Development</dc:subject>
  <dc:subject xmlns:ns10="xml" ns10:lang="en">Plant Vascular Bundle</dc:subject>
  <dc:subject xmlns:ns11="xml" ns11:lang="en">Software</dc:subject>
  <dc:title xmlns:ns12="xml" ns12:lang="en">Vascular Morphodynamics During Secondary Growth.</dc:title>
  <dc:type>http://purl.org/coar/resource_type/c_6501</dc:type>
</oai_dc:dc>
