<?xml version="1.0" encoding="utf-8"?>
<export-example>
  <doc>
    <id>1184</id>
    <completedYear/>
    <publishedYear>2019</publishedYear>
    <thesisYearAccepted/>
    <language>eng</language>
    <pageFirst>31</pageFirst>
    <pageLast>42</pageLast>
    <pageNumber/>
    <edition/>
    <issue>1</issue>
    <volume>14</volume>
    <articleNumber/>
    <type>article</type>
    <publisherName>Springer</publisherName>
    <publisherPlace>Berlin</publisherPlace>
    <creatingCorporation/>
    <contributingCorporation/>
    <belongsToBibliography>0</belongsToBibliography>
    <completedDate>2022-02-10</completedDate>
    <publishedDate>--</publishedDate>
    <thesisDateAccepted>--</thesisDateAccepted>
    <title language="eng">Deep learning-based detection of motion artifacts in probe-based confocal laser endomicroscopy images</title>
    <parentTitle language="eng">International Journal of Computer Assisted Radiology and Surgery</parentTitle>
    <identifier type="issn">1861-6429</identifier>
    <enrichment key="opus.source">publish</enrichment>
    <enrichment key="THI_relatedIdentifier">https://doi.org/10.1007/s11548-018-1836-1</enrichment>
    <enrichment key="THI_review">peer-review</enrichment>
    <enrichment key="THI_articleversion">published</enrichment>
    <enrichment key="THI_openaccess">nein</enrichment>
    <author>
      <first_name>Marc</first_name>
      <last_name>Aubreville</last_name>
    </author>
    <author>
      <first_name>Maike</first_name>
      <last_name>Stoeve</last_name>
    </author>
    <author>
      <first_name>Nicolai</first_name>
      <last_name>Oetter</last_name>
    </author>
    <author>
      <first_name>Miguel</first_name>
      <last_name>Goncalves</last_name>
    </author>
    <author>
      <first_name>Christian</first_name>
      <last_name>Knipfer</last_name>
    </author>
    <author>
      <first_name>Helmut</first_name>
      <last_name>Neumann</last_name>
    </author>
    <author>
      <first_name>Christopher</first_name>
      <last_name>Bohr</last_name>
    </author>
    <author>
      <first_name>Florian</first_name>
      <last_name>Stelzle</last_name>
    </author>
    <author>
      <first_name>Andreas</first_name>
      <last_name>Maier</last_name>
    </author>
    <subject>
      <language>eng</language>
      <type>uncontrolled</type>
      <value>Deep convolutional neural networks</value>
    </subject>
    <subject>
      <language>eng</language>
      <type>uncontrolled</type>
      <value>Confocal laser endomicroscopy</value>
    </subject>
    <subject>
      <language>eng</language>
      <type>uncontrolled</type>
      <value>Motion artifact detection</value>
    </subject>
  </doc>
  <doc>
    <id>2203</id>
    <completedYear/>
    <publishedYear>2018</publishedYear>
    <thesisYearAccepted/>
    <language>eng</language>
    <pageFirst>328</pageFirst>
    <pageLast>333</pageLast>
    <pageNumber/>
    <edition/>
    <issue/>
    <volume/>
    <articleNumber/>
    <type>conferenceobject</type>
    <publisherName>Springer Vieweg</publisherName>
    <publisherPlace>Berlin</publisherPlace>
    <creatingCorporation/>
    <contributingCorporation/>
    <belongsToBibliography>0</belongsToBibliography>
    <completedDate>2022-04-04</completedDate>
    <publishedDate>--</publishedDate>
    <thesisDateAccepted>--</thesisDateAccepted>
    <title language="eng">Motion Artifact Detection in Confocal Laser Endomicroscopy Images</title>
    <parentTitle language="deu">Bildverarbeitung für die Medizin 2018: Algorithmen - Systeme - Anwendungen</parentTitle>
    <identifier type="isbn">978-3-662-56537-7</identifier>
    <enrichment key="THI_relatedIdentifier">https://doi.org/10.1007/978-3-662-56537-7_85</enrichment>
    <enrichment key="THI_review">peer-review</enrichment>
    <enrichment key="THI_openaccess">nein</enrichment>
    <enrichment key="THI_conferenceName">Bildverarbeitung für die Medizin 2018, Erlangen (Germany), 11.-13.03.2018</enrichment>
    <enrichment key="opus.source">publish</enrichment>
    <enrichment key="THI_furtherversion">https://opus4.kobv.de/opus4-haw/frontdoor/index/index/docId/1258</enrichment>
    <author>
      <first_name>Maike</first_name>
      <last_name>Stoeve</last_name>
    </author>
    <editor>
      <first_name>Andreas</first_name>
      <last_name>Maier</last_name>
    </editor>
    <author>
      <first_name>Marc</first_name>
      <last_name>Aubreville</last_name>
    </author>
    <editor>
      <first_name>Thomas Martin</first_name>
      <last_name>Deserno</last_name>
    </editor>
    <author>
      <first_name>Nicolai</first_name>
      <last_name>Oetter</last_name>
    </author>
    <editor>
      <first_name>Heinz</first_name>
      <last_name>Handels</last_name>
    </editor>
    <author>
      <first_name>Christian</first_name>
      <last_name>Knipfer</last_name>
    </author>
    <editor>
      <first_name>Klaus H.</first_name>
      <last_name>Maier-Hein</last_name>
    </editor>
    <author>
      <first_name>Helmut</first_name>
      <last_name>Neumann</last_name>
    </author>
    <editor>
      <first_name>Christoph</first_name>
      <last_name>Palm</last_name>
    </editor>
    <author>
      <first_name>Florian</first_name>
      <last_name>Stelzle</last_name>
    </author>
    <editor>
      <first_name>Thomas</first_name>
      <last_name>Tolxdorff</last_name>
    </editor>
    <author>
      <first_name>Andreas</first_name>
      <last_name>Maier</last_name>
    </author>
  </doc>
  <doc>
    <id>1258</id>
    <completedYear/>
    <publishedYear>2018</publishedYear>
    <thesisYearAccepted/>
    <language>eng</language>
    <pageFirst/>
    <pageLast/>
    <pageNumber>6</pageNumber>
    <edition/>
    <issue/>
    <volume/>
    <articleNumber/>
    <type>preprint</type>
    <publisherName>arXiv</publisherName>
    <publisherPlace>Ithaca</publisherPlace>
    <creatingCorporation/>
    <contributingCorporation/>
    <belongsToBibliography>0</belongsToBibliography>
    <completedDate>2022-02-15</completedDate>
    <publishedDate>--</publishedDate>
    <thesisDateAccepted>--</thesisDateAccepted>
    <title language="eng">Motion Artifact Detection in Confocal Laser Endomicroscopy Images</title>
    <abstract language="eng">Confocal Laser Endomicroscopy (CLE), an optical imaging technique allowing non-invasive examination of the mucosa on a (sub)- cellular level, has proven to be a valuable diagnostic tool in gastroenterology and shows promising results in various anatomical regions including the oral cavity. Recently, the feasibility of automatic carcinoma detection for CLE images of sufficient quality was shown. However, in real world data sets a high amount of CLE images is corrupted by artifacts. Amongst the most prevalent artifact types are motion-induced image deteriorations. In the scope of this work, algorithmic approaches for the automatic detection of motion artifact-tainted image regions were developed. Hence, this work provides an important step towards clinical applicability of automatic carcinoma detection. Both, conventional machine learning and novel, deep learning-based approaches were assessed. The deep learning-based approach outperforms the conventional approaches, attaining an AUC of 0.90.</abstract>
    <identifier type="urn">urn:nbn:de:bvb:573-12588</identifier>
    <enrichment key="THI_relatedIdentifier">https://doi.org/10.48550/arXiv.1711.01117</enrichment>
    <enrichment key="THI_review">nein</enrichment>
    <enrichment key="THI_openaccess">ja</enrichment>
    <enrichment key="opus.source">publish</enrichment>
    <enrichment key="THI_furtherversion">https://opus4.kobv.de/opus4-haw/frontdoor/index/index/docId/2203</enrichment>
    <licence>Creative Commons BY 4.0</licence>
    <author>
      <first_name>Maike</first_name>
      <last_name>Stoeve</last_name>
    </author>
    <author>
      <first_name>Marc</first_name>
      <last_name>Aubreville</last_name>
    </author>
    <author>
      <first_name>Nicolai</first_name>
      <last_name>Oetter</last_name>
    </author>
    <author>
      <first_name>Christian</first_name>
      <last_name>Knipfer</last_name>
    </author>
    <author>
      <first_name>Helmut</first_name>
      <last_name>Neumann</last_name>
    </author>
    <author>
      <first_name>Florian</first_name>
      <last_name>Stelzle</last_name>
    </author>
    <author>
      <first_name>Andreas</first_name>
      <last_name>Maier</last_name>
    </author>
    <collection role="open_access" number="">open_access</collection>
    <thesisPublisher>Technische Hochschule Ingolstadt</thesisPublisher>
    <file>https://opus4.kobv.de/opus4-haw/files/1258/1711.01117.pdf</file>
  </doc>
</export-example>
