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  <doc>
    <id>2434</id>
    <completedYear>2023</completedYear>
    <publishedYear/>
    <thesisYearAccepted/>
    <language>eng</language>
    <pageFirst/>
    <pageLast/>
    <pageNumber/>
    <edition/>
    <issue/>
    <volume/>
    <type>conferenceobject</type>
    <publisherName/>
    <publisherPlace/>
    <creatingCorporation/>
    <contributingCorporation/>
    <belongsToBibliography>0</belongsToBibliography>
    <completedDate>--</completedDate>
    <publishedDate>--</publishedDate>
    <thesisDateAccepted>--</thesisDateAccepted>
    <title language="eng">Development of a Neural Network for an Automated Differentiation of Plastics using Rapid-FLIM</title>
    <abstract language="eng">The fast classification and identification of plastics presents a significant challenge. The study assesses the suitability of a Multilayer Perceptron to classify and identify commonly found plastic types using Rapid-FLIM, achieving an accuracy of 88.33%.</abstract>
    <parentTitle language="eng">Optica Sensing Congress 2023</parentTitle>
    <identifier type="doi">10.1364/ES.2023.EW4E.5</identifier>
    <enrichment key="opus.import.data">@inproceedingsamal_thomas_development_2023, title = Development of a Neural Network for an Automated Differentiation of Plastics using Rapid-FLIM, abstract = The fast classification and identification of plastics presents a significant challenge. The study assesses the suitability of a Multilayer Perceptron to classify and identify commonly found plastic types using Rapid-FLIM, achieving an accuracy of 88.33%., booktitle = Optica Sensing Congress 2023, author = Amal Thomas and Shaif Saleem and Nina Leiter and Maximilian Dietlmeier and Maximilian Wohlschläger and Martin Versen and Christian Laforsch, year = 2023, keywords = Fluorescence lifetime imaging, Phase shift, Laser sources, Neural networks, Positron emission tomography, Raman spectroscopy, pages = EW4E.5,</enrichment>
    <enrichment key="opus.import.dataHash">md5:9ebd3a369a146f94ee63f7840f2ee5a8</enrichment>
    <enrichment key="opus.import.date">2024-05-27T12:38:19+00:00</enrichment>
    <enrichment key="opus.import.file">/tmp/php7IG1AD</enrichment>
    <enrichment key="opus.import.format">bibtex</enrichment>
    <enrichment key="opus.import.id">66547ebb787039.90003661</enrichment>
    <author>Amal Thomas</author>
    <author>Shaif Saleem</author>
    <author>Nina Leiter</author>
    <author>Maximilian Dietlmeier</author>
    <author>Maximilian Wohlschläger</author>
    <author>Martin Versen</author>
    <author>Christian Laforsch</author>
    <subject>
      <language>eng</language>
      <type>uncontrolled</type>
      <value>Fluorescence lifetime imaging</value>
    </subject>
    <subject>
      <language>eng</language>
      <type>uncontrolled</type>
      <value>Phase shift</value>
    </subject>
    <subject>
      <language>eng</language>
      <type>uncontrolled</type>
      <value>Laser sources</value>
    </subject>
    <subject>
      <language>eng</language>
      <type>uncontrolled</type>
      <value>Neural networks</value>
    </subject>
    <subject>
      <language>eng</language>
      <type>uncontrolled</type>
      <value>Positron emission tomography</value>
    </subject>
    <subject>
      <language>eng</language>
      <type>uncontrolled</type>
      <value>Raman spectroscopy</value>
    </subject>
  </doc>
</export-example>
