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    <title language="eng">Erzeugung statistischer 3D-Formmodelle zur Segmentierung medizinischer Bilddaten</title>
    <parentTitle language="eng">Proc. BVM 2003</parentTitle>
    <enrichment key="Series">Informatik aktuell</enrichment>
    <author>Hans Lamecker</author>
    <author>Thomas Lange</author>
    <author>Martin Seebaß</author>
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    <title language="eng">Ein Softwarepaket für die modellbasierte Segmentierung anatomischer Strukturen</title>
    <parentTitle language="eng">Proc. BVM 2003</parentTitle>
    <author>Thomas Lange</author>
    <author>Hans Lamecker</author>
    <author>Martin Seebaß</author>
    <collection role="institutes" number="vis">Visual Data Analysis</collection>
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    <title language="eng">Automatic Segmentation of the Liver for Preoperative Planning of Resections</title>
    <parentTitle language="eng">Proc. MMVR 2003</parentTitle>
    <enrichment key="Series">Studies in Health Technologies and Informatics 94</enrichment>
    <author>Hans Lamecker</author>
    <author>Thomas Lange</author>
    <author>Martin Seebaß</author>
    <author>Sebastian Eulenstein</author>
    <author>Malte Westerhoff</author>
    <author>Hans-Christian Hege</author>
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    <title language="eng">Automatische Segmentierung von Lebergewebe für die präoperative Planung von Resektionen</title>
    <parentTitle language="eng">1. Jahrestagung der Deutschen Gesellschaft für Computer- Roboterassistierte Chirugie CURAC</parentTitle>
    <author>Thomas Lange</author>
    <author>Hans Lamecker</author>
    <author>Sebastian Eulenstein</author>
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    <collection role="institutes" number="medplan">Therapy Planning</collection>
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    <title language="eng">The impact of segmentation accuracy on treatment planning for regional hyperthermia</title>
    <parentTitle language="eng">Proceedings of the 9th International Congress on Hyperthermic Oncology</parentTitle>
    <author>Martin Seebaß</author>
    <author>Hans Lamecker</author>
    <author>Johanna Gellermann</author>
    <author>Peter Wust</author>
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    <volume>1268</volume>
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    <title language="eng">Ultrasound based navigation system incorporating preoperative planning for liver surgery</title>
    <parentTitle language="eng">Proceedings CARS</parentTitle>
    <identifier type="doi">10.1016/j.ics.2004.03.121 target</identifier>
    <author>Sebastian Eulenstein</author>
    <author>Thomas Lange</author>
    <author>Michael Hünerbein</author>
    <author>Peter Schlag</author>
    <author>Hans Lamecker</author>
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    <id>3900</id>
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    <language>eng</language>
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    <type>conferenceobject</type>
    <publisherName>Springer</publisherName>
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    <completedDate>--</completedDate>
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    <title language="eng">Computerunterstützte Prothesenkonstruktion mittels statistischem Formmodell bei Beckenresektion</title>
    <parentTitle language="eng">Proceedings BVM, Informatik aktuell</parentTitle>
    <author>Thomas Lange</author>
    <editor>Thomas Tolxdorff</editor>
    <author>Per-Ulf Tunn</author>
    <author>Hans Lamecker</author>
    <author>Peter Scheinemann</author>
    <author>Sebastian Eulenstein</author>
    <author>Peter-Michael Schlag</author>
    <collection role="institutes" number="vis">Visual Data Analysis</collection>
    <collection role="institutes" number="medplan">Therapy Planning</collection>
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  </doc>
  <doc>
    <id>3901</id>
    <completedYear>2004</completedYear>
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    <language>eng</language>
    <pageFirst>1341</pageFirst>
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    <title language="eng">A 3D statistical shape model of the pelvic bone for segmentation</title>
    <parentTitle language="eng">Proceedings of SPIE - Volume 5370 Medical Imaging 2004</parentTitle>
    <identifier type="doi">10.1117/12.534145</identifier>
    <author>Hans Lamecker</author>
    <editor>J. Fitzpatrick</editor>
    <author>Martin Seebaß</author>
    <editor>Milan Sonka</editor>
    <author>Hans-Christian Hege</author>
    <author>Peter Deuflhard</author>
    <collection role="institutes" number="vis">Visual Data Analysis</collection>
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    <collection role="persons" number="deuflhard">Deuflhard, Peter</collection>
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    <id>3915</id>
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    <language>eng</language>
    <pageFirst>91</pageFirst>
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    <title language="eng">A Statistical Shape Model of the Pelvic Bone for Segmentation</title>
    <parentTitle language="eng">European Society for Hyperthermic Oncology Annual Meeting Proceedings</parentTitle>
    <author>Martin Seebaß</author>
    <author>Hans Lamecker</author>
    <author>Thomas Lange</author>
    <author>Johanna Gellermann</author>
    <author>Peter Wust</author>
    <collection role="institutes" number="vis">Visual Data Analysis</collection>
    <collection role="institutes" number="medplan">Therapy Planning</collection>
    <collection role="persons" number="lamecker">Lamecker, Hans</collection>
    <collection role="projects" number="MATHEON-F2">MATHEON-F2</collection>
    <collection role="institutes" number="VDcC">Visual and Data-centric Computing</collection>
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  <doc>
    <id>3956</id>
    <completedYear>2002</completedYear>
    <publishedYear>2002</publishedYear>
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    <language>eng</language>
    <pageFirst/>
    <pageLast/>
    <pageNumber/>
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    <type>conferenceobject</type>
    <publisherName>Kanazawa University</publisherName>
    <publisherPlace>Kanazawa City, Ishikawa, Japan</publisherPlace>
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    <contributingCorporation/>
    <belongsToBibliography>0</belongsToBibliography>
    <completedDate>--</completedDate>
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    <thesisDateAccepted>--</thesisDateAccepted>
    <title language="eng">From Image Data to Three-Dimensional Models - Case Studies on the Impact of 3D Patient Models</title>
    <parentTitle language="eng">Proceedings of the Japan Korea Computer Graphics Conference 2002</parentTitle>
    <author>Hans-Christian Hege</author>
    <author>Hartmut Schirmacher</author>
    <author>Malte Westerhoff</author>
    <author>Hans Lamecker</author>
    <author>Steffen Prohaska</author>
    <author>Stefan Zachow</author>
    <collection role="institutes" number="vis">Visual Data Analysis</collection>
    <collection role="institutes" number="visalgo">Visual Data Analysis in Science and Engineering</collection>
    <collection role="institutes" number="medplan">Therapy Planning</collection>
    <collection role="persons" number="hege">Hege, Hans-Christian</collection>
    <collection role="persons" number="lamecker">Lamecker, Hans</collection>
    <collection role="persons" number="prohaska">Prohaska, Steffen</collection>
    <collection role="persons" number="zachow">Zachow, Stefan</collection>
    <collection role="projects" number="MATHEON-F2">MATHEON-F2</collection>
    <collection role="institutes" number="VDcC">Visual and Data-centric Computing</collection>
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  <doc>
    <id>3962</id>
    <completedYear>2002</completedYear>
    <publishedYear>2002</publishedYear>
    <thesisYearAccepted/>
    <language>eng</language>
    <pageFirst>422</pageFirst>
    <pageLast>427</pageLast>
    <pageNumber/>
    <edition/>
    <issue/>
    <volume/>
    <type>conferenceobject</type>
    <publisherName>Springer</publisherName>
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    <completedDate>--</completedDate>
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    <title language="eng">A Statistical Shape Model for the Liver</title>
    <parentTitle language="eng">MICCAI 2002</parentTitle>
    <identifier type="doi">10.1007/3-540-45787-9_53</identifier>
    <enrichment key="Series">Lecture Notes in Computer Science 2489</enrichment>
    <author>Hans Lamecker</author>
    <author>Thomas Lange</author>
    <author>Martin Seebaß</author>
    <collection role="institutes" number="vis">Visual Data Analysis</collection>
    <collection role="institutes" number="medplan">Therapy Planning</collection>
    <collection role="persons" number="lamecker">Lamecker, Hans</collection>
    <collection role="projects" number="MATHEON-F2">MATHEON-F2</collection>
    <collection role="institutes" number="VDcC">Visual and Data-centric Computing</collection>
  </doc>
  <doc>
    <id>2269</id>
    <completedYear>2004</completedYear>
    <publishedYear>2004</publishedYear>
    <thesisYearAccepted/>
    <language>eng</language>
    <pageFirst>1341</pageFirst>
    <pageLast>1351</pageLast>
    <pageNumber/>
    <edition/>
    <issue/>
    <volume>5370</volume>
    <type>conferenceobject</type>
    <publisherName/>
    <publisherPlace/>
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    <contributingCorporation/>
    <belongsToBibliography>0</belongsToBibliography>
    <completedDate>--</completedDate>
    <publishedDate>--</publishedDate>
    <thesisDateAccepted>--</thesisDateAccepted>
    <title language="eng">A 3d statistical shape model of the pelvic bone for segmentation</title>
    <parentTitle language="eng">Proc. SPIE Medical Imaging 2004</parentTitle>
    <author>Hans Lamecker</author>
    <editor>J. Fitzpatrick</editor>
    <author>Martin Seebaß</author>
    <editor>Milan Sonka</editor>
    <author>Hans-Christian Hege</author>
    <author>Peter Deuflhard</author>
    <collection role="institutes" number="num">Numerical Mathematics</collection>
    <collection role="persons" number="deuflhard">Deuflhard, Peter</collection>
    <collection role="persons" number="hege">Hege, Hans-Christian</collection>
    <collection role="persons" number="lamecker">Lamecker, Hans</collection>
    <collection role="projects" number="MATHEON-F2">MATHEON-F2</collection>
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  <doc>
    <id>2270</id>
    <completedYear>2004</completedYear>
    <publishedYear>2004</publishedYear>
    <thesisYearAccepted/>
    <language>eng</language>
    <pageFirst>190</pageFirst>
    <pageLast>196</pageLast>
    <pageNumber/>
    <edition/>
    <issue/>
    <volume>98</volume>
    <type>conferenceobject</type>
    <publisherName>IOS Press</publisherName>
    <publisherPlace/>
    <creatingCorporation/>
    <contributingCorporation/>
    <belongsToBibliography>0</belongsToBibliography>
    <completedDate>--</completedDate>
    <publishedDate>--</publishedDate>
    <thesisDateAccepted>--</thesisDateAccepted>
    <title language="eng">Visualization of the variability of 3D statistical shape models by animation</title>
    <parentTitle language="eng">Proc. Medicine Meets Virtual Reality</parentTitle>
    <enrichment key="Series">Studies in Health Technologies and Informatics</enrichment>
    <author>Hans Lamecker</author>
    <editor>J. Westwood</editor>
    <author>Martin Seebass</author>
    <author>Thomas Lange</author>
    <author>Hans-Christian Hege</author>
    <author>Peter Deuflhard</author>
    <collection role="institutes" number="num">Numerical Mathematics</collection>
    <collection role="persons" number="deuflhard">Deuflhard, Peter</collection>
    <collection role="persons" number="hege">Hege, Hans-Christian</collection>
    <collection role="persons" number="lamecker">Lamecker, Hans</collection>
    <collection role="projects" number="MATHEON-F2">MATHEON-F2</collection>
  </doc>
  <doc>
    <id>4403</id>
    <completedYear>2013</completedYear>
    <publishedYear>2013</publishedYear>
    <thesisYearAccepted/>
    <language>eng</language>
    <pageFirst>116</pageFirst>
    <pageLast>120</pageLast>
    <pageNumber/>
    <edition/>
    <issue/>
    <volume/>
    <type>conferenceobject</type>
    <publisherName/>
    <publisherPlace/>
    <creatingCorporation/>
    <contributingCorporation/>
    <belongsToBibliography>0</belongsToBibliography>
    <completedDate>--</completedDate>
    <publishedDate>--</publishedDate>
    <thesisDateAccepted>--</thesisDateAccepted>
    <title language="eng">Visual Support for Positioning Hearing Implants</title>
    <parentTitle language="eng">Proceedings of the 12th annual meeting of the CURAC society</parentTitle>
    <enrichment key="PeerReviewed">yes</enrichment>
    <enrichment key="PreprintUrn">urn:nbn:de:0297-zib-42495</enrichment>
    <author>Heiko Ramm</author>
    <editor>Wolfgang Freysinger</editor>
    <author>Oscar Salvador Victoria Morillo</author>
    <author>Ingo Todt</author>
    <author>Hartmut Schirmacher</author>
    <author>Arneborg Ernst</author>
    <author>Stefan Zachow</author>
    <author>Hans Lamecker</author>
    <collection role="institutes" number="vis">Visual Data Analysis</collection>
    <collection role="institutes" number="medplan">Therapy Planning</collection>
    <collection role="persons" number="lamecker">Lamecker, Hans</collection>
    <collection role="persons" number="zachow">Zachow, Stefan</collection>
    <collection role="projects" number="BoneBridge">BoneBridge</collection>
    <collection role="institutes" number="VDcC">Visual and Data-centric Computing</collection>
  </doc>
  <doc>
    <id>6533</id>
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    <publishedYear>2017</publishedYear>
    <thesisYearAccepted/>
    <language>eng</language>
    <pageFirst>24</pageFirst>
    <pageLast>30</pageLast>
    <pageNumber/>
    <edition/>
    <issue/>
    <volume>16</volume>
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    <completedDate>--</completedDate>
    <publishedDate>--</publishedDate>
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    <title language="eng">Evaluating two methods for Geometry Reconstruction from Sparse Surgical Navigation Data</title>
    <abstract language="eng">In this study we investigate methods for fitting a Statistical Shape Model (SSM) to intraoperatively acquired point cloud data from a surgical navigation system. We validate the fitted models against the pre-operatively acquired Magnetic Resonance Imaging (MRI) data from the same patients.&#13;
&#13;
We consider a cohort of 10 patients who underwent navigated total knee arthroplasty. As part of the surgical protocol the patients’ distal femurs were partially digitized. All patients had an MRI scan two months pre-operatively. The MRI data were manually segmented and the reconstructed bone surfaces used as ground truth against which the fit was compared. Two methods were used to fit the SSM to the data, based on (1) Iterative Closest Points (ICP) and (2) Gaussian Mixture Models (GMM).&#13;
&#13;
For both approaches, the difference between model fit and ground truth surface averaged less than 1.7 mm and excellent correspondence with the distal femoral morphology can be demonstrated.</abstract>
    <parentTitle language="eng">Proceedings of the Jahrestagung der Deutschen Gesellschaft für Computer- und Roboterassistierte Chirurgie (CURAC)</parentTitle>
    <identifier type="urn">urn:nbn:de:0297-zib-65339</identifier>
    <enrichment key="PeerReviewed">yes</enrichment>
    <enrichment key="PreprintUrn">urn:nbn:de:0297-zib-66052</enrichment>
    <author>Felix Ambellan</author>
    <submitter>Felix Ambellan</submitter>
    <author>Alexander Tack</author>
    <author>Dave Wilson</author>
    <author>Carolyn Anglin</author>
    <author>Hans Lamecker</author>
    <author>Stefan Zachow</author>
    <subject>
      <language>deu</language>
      <type>uncontrolled</type>
      <value>Total Knee Arthoplasty</value>
    </subject>
    <subject>
      <language>deu</language>
      <type>uncontrolled</type>
      <value>Sparse Geometry Reconstruction</value>
    </subject>
    <subject>
      <language>deu</language>
      <type>uncontrolled</type>
      <value>Statistical Shape Models</value>
    </subject>
    <collection role="institutes" number="vis">Visual Data Analysis</collection>
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    <collection role="persons" number="lamecker">Lamecker, Hans</collection>
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    <collection role="projects" number="Overload-PrevOP-SP4">Overload-PrevOP-SP4</collection>
    <collection role="persons" number="ambellan">Ambellan, Felix</collection>
    <collection role="institutes" number="VDcC">Visual and Data-centric Computing</collection>
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    <id>8120</id>
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    <publishedYear>2021</publishedYear>
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    <language>eng</language>
    <pageFirst>367</pageFirst>
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    <completedDate>--</completedDate>
    <publishedDate>--</publishedDate>
    <thesisDateAccepted>--</thesisDateAccepted>
    <title language="eng">Unsupervised Detection of Disturbances in 2D Radiographs</title>
    <abstract language="eng">We present a method based on a generative model for detection of disturbances such as prosthesis, screws, zippers, and metals in 2D radiographs. The generative model is trained in an unsupervised fashion using clinical radiographs as well as simulated data, none of which contain disturbances. Our approach employs a latent space consistency loss which has the benefit of identifying similarities, and is enforced to reconstruct X-rays without disturbances. In order to detect images with disturbances, an anomaly score is computed also employing the Frechet distance between the input X-ray and the reconstructed one using our generative model. Validation was performed using clinical pelvis radiographs. We achieved an AUC of 0.77 and 0.83 with clinical and synthetic data, respectively. The results demonstrated a good accuracy of our method for detecting outliers as well as the advantage of utilizing synthetic data.</abstract>
    <parentTitle language="eng">2021 IEEE 18th International Symposium on Biomedical Imaging (ISBI)</parentTitle>
    <identifier type="doi">10.1109/ISBI48211.2021.9434091</identifier>
    <enrichment key="PeerReviewed">yes</enrichment>
    <enrichment key="opus.source">publish</enrichment>
    <author>Laura Estacio</author>
    <submitter>Alexander Tack</submitter>
    <author>Moritz Ehlke</author>
    <author>Alexander Tack</author>
    <author>Eveling Castro-Gutierrez</author>
    <author>Hans Lamecker</author>
    <author>Rensso Mora</author>
    <author>Stefan Zachow</author>
    <collection role="institutes" number="vis">Visual Data Analysis</collection>
    <collection role="persons" number="ehlke">Ehlke, Moritz</collection>
    <collection role="persons" number="lamecker">Lamecker, Hans</collection>
    <collection role="persons" number="zachow">Zachow, Stefan</collection>
    <collection role="projects" number="BSRT-3DFromXray">BSRT-3DFromXray</collection>
    <collection role="projects" number="MODAL-MedLab">MODAL-MedLab</collection>
    <collection role="projects" number="Overload-PrevOP-SP4">Overload-PrevOP-SP4</collection>
    <collection role="projects" number="MODAL-Gesamt">MODAL-Gesamt</collection>
    <collection role="institutes" number="VDcC">Visual and Data-centric Computing</collection>
  </doc>
  <doc>
    <id>3703</id>
    <completedYear>2010</completedYear>
    <publishedYear>2010</publishedYear>
    <thesisYearAccepted/>
    <language>eng</language>
    <pageFirst>35</pageFirst>
    <pageLast>36</pageLast>
    <pageNumber/>
    <edition/>
    <issue/>
    <volume>55 (Suppl. 1)</volume>
    <type>conferenceobject</type>
    <publisherName>Walter de Gruyter-Verlag</publisherName>
    <publisherPlace/>
    <creatingCorporation/>
    <contributingCorporation/>
    <belongsToBibliography>0</belongsToBibliography>
    <completedDate>--</completedDate>
    <publishedDate>--</publishedDate>
    <thesisDateAccepted>--</thesisDateAccepted>
    <title language="eng">Automatische 3D Rekonstruktion des Unterkiefers und der Mandibulärnerven auf Basis dentaler Bildgebung</title>
    <parentTitle language="eng">Proc. BMT, Biomed Tech</parentTitle>
    <enrichment key="PeerReviewed">yes</enrichment>
    <author>Hans Lamecker</author>
    <author>Dagmar Kainmüller</author>
    <author>Heiko Seim</author>
    <author>Stefan Zachow</author>
    <collection role="institutes" number="vis">Visual Data Analysis</collection>
    <collection role="institutes" number="medplan">Therapy Planning</collection>
    <collection role="persons" number="lamecker">Lamecker, Hans</collection>
    <collection role="persons" number="zachow">Zachow, Stefan</collection>
    <collection role="projects" number="MATHEON-F2">MATHEON-F2</collection>
    <collection role="institutes" number="VDcC">Visual and Data-centric Computing</collection>
  </doc>
  <doc>
    <id>3671</id>
    <completedYear>2011</completedYear>
    <publishedYear>2011</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">Temporal Subtraction of Chest Radiographs Compensating Pose Differences</title>
    <parentTitle language="deu">SPIE Medical Imaging</parentTitle>
    <enrichment key="PeerReviewed">yes</enrichment>
    <author>Jens von Berg</author>
    <author>Jalda Dworzak</author>
    <author>Tobias Klinder</author>
    <author>Dirk Manke</author>
    <author>Hans Lamecker</author>
    <author>Stefan Zachow</author>
    <author>Cristian Lorenz</author>
    <collection role="institutes" number="vis">Visual Data Analysis</collection>
    <collection role="institutes" number="medplan">Therapy Planning</collection>
    <collection role="persons" number="lamecker">Lamecker, Hans</collection>
    <collection role="persons" number="zachow">Zachow, Stefan</collection>
    <collection role="projects" number="MATHEON-F2">MATHEON-F2</collection>
    <collection role="institutes" number="VDcC">Visual and Data-centric Computing</collection>
  </doc>
  <doc>
    <id>3672</id>
    <completedYear>2011</completedYear>
    <publishedYear>2011</publishedYear>
    <thesisYearAccepted/>
    <language>eng</language>
    <pageFirst>59</pageFirst>
    <pageLast>63</pageLast>
    <pageNumber/>
    <edition/>
    <issue/>
    <volume/>
    <type>conferenceobject</type>
    <publisherName>Springer</publisherName>
    <publisherPlace/>
    <creatingCorporation/>
    <contributingCorporation/>
    <belongsToBibliography>0</belongsToBibliography>
    <completedDate>--</completedDate>
    <publishedDate>--</publishedDate>
    <thesisDateAccepted>--</thesisDateAccepted>
    <title language="eng">An Articulated Statistical Shape Model of the Human Knee</title>
    <parentTitle language="eng">Bildverarbeitung für die Medizin 2011</parentTitle>
    <identifier type="doi">10.1007/978-3-642-19335-4_14</identifier>
    <enrichment key="PeerReviewed">yes</enrichment>
    <author>Matthias Bindernagel</author>
    <author>Dagmar Kainmüller</author>
    <author>Heiko Seim</author>
    <author>Hans Lamecker</author>
    <author>Stefan Zachow</author>
    <author>Hans-Christian Hege</author>
    <collection role="institutes" number="vis">Visual Data Analysis</collection>
    <collection role="institutes" number="visalgo">Visual Data Analysis in Science and Engineering</collection>
    <collection role="institutes" number="medplan">Therapy Planning</collection>
    <collection role="persons" number="hege">Hege, Hans-Christian</collection>
    <collection role="persons" number="lamecker">Lamecker, Hans</collection>
    <collection role="persons" number="zachow">Zachow, Stefan</collection>
    <collection role="projects" number="MATHEON-F2">MATHEON-F2</collection>
    <collection role="projects" number="SFB760-SiBiLL">SFB760-SiBiLL</collection>
    <collection role="institutes" number="VDcC">Visual and Data-centric Computing</collection>
  </doc>
  <doc>
    <id>3673</id>
    <completedYear>2011</completedYear>
    <publishedYear>2011</publishedYear>
    <thesisYearAccepted/>
    <language>eng</language>
    <pageFirst>71</pageFirst>
    <pageLast>74</pageLast>
    <pageNumber/>
    <edition/>
    <issue/>
    <volume/>
    <type>conferenceobject</type>
    <publisherName/>
    <publisherPlace>Magdeburg</publisherPlace>
    <creatingCorporation/>
    <contributingCorporation/>
    <belongsToBibliography>0</belongsToBibliography>
    <completedDate>--</completedDate>
    <publishedDate>--</publishedDate>
    <thesisDateAccepted>--</thesisDateAccepted>
    <title language="eng">Robust and Intuitive Meshing of Bone-Implant Compounds</title>
    <parentTitle language="eng">CURAC</parentTitle>
    <enrichment key="PeerReviewed">yes</enrichment>
    <author>Max Kahnt</author>
    <author>Francis Galloway</author>
    <author>Heiko Seim</author>
    <author>Hans Lamecker</author>
    <author>Mark Taylor</author>
    <author>Stefan Zachow</author>
    <collection role="institutes" number="vis">Visual Data Analysis</collection>
    <collection role="institutes" number="medplan">Therapy Planning</collection>
    <collection role="persons" number="lamecker">Lamecker, Hans</collection>
    <collection role="persons" number="zachow">Zachow, Stefan</collection>
    <collection role="projects" number="EU-FP7-MXL">EU-FP7-MXL</collection>
    <collection role="projects" number="MATHEON-F2">MATHEON-F2</collection>
    <collection role="institutes" number="VDcC">Visual and Data-centric Computing</collection>
  </doc>
  <doc>
    <id>3695</id>
    <completedYear>2010</completedYear>
    <publishedYear>2010</publishedYear>
    <thesisYearAccepted/>
    <language>eng</language>
    <pageFirst>215</pageFirst>
    <pageLast>223</pageLast>
    <pageNumber/>
    <edition/>
    <issue/>
    <volume/>
    <type>conferenceobject</type>
    <publisherName/>
    <publisherPlace/>
    <creatingCorporation/>
    <contributingCorporation/>
    <belongsToBibliography>0</belongsToBibliography>
    <completedDate>--</completedDate>
    <publishedDate>--</publishedDate>
    <thesisDateAccepted>--</thesisDateAccepted>
    <title language="eng">Model-based Auto-Segmentation of Knee Bones and Cartilage in MRI Data</title>
    <parentTitle language="eng">Proc. MICCAI Workshop Medical Image Analysis for the Clinic</parentTitle>
    <enrichment key="PeerReviewed">yes</enrichment>
    <author>Heiko Seim</author>
    <editor>B. v. Ginneken</editor>
    <author>Dagmar Kainmüller</author>
    <author>Hans Lamecker</author>
    <author>Matthias Bindernagel</author>
    <author>Jana Malinowski</author>
    <author>Stefan Zachow</author>
    <collection role="institutes" number="vis">Visual Data Analysis</collection>
    <collection role="institutes" number="medplan">Therapy Planning</collection>
    <collection role="persons" number="lamecker">Lamecker, Hans</collection>
    <collection role="persons" number="zachow">Zachow, Stefan</collection>
    <collection role="projects" number="MATHEON-F2">MATHEON-F2</collection>
    <collection role="projects" number="SFB760-SiBiLL">SFB760-SiBiLL</collection>
    <collection role="institutes" number="VDcC">Visual and Data-centric Computing</collection>
  </doc>
  <doc>
    <id>3701</id>
    <completedYear>2010</completedYear>
    <publishedYear>2010</publishedYear>
    <thesisYearAccepted/>
    <language>eng</language>
    <pageFirst>227</pageFirst>
    <pageLast>234</pageLast>
    <pageNumber/>
    <edition/>
    <issue/>
    <volume>6361</volume>
    <type>conferenceobject</type>
    <publisherName>Springer</publisherName>
    <publisherPlace/>
    <creatingCorporation/>
    <contributingCorporation/>
    <belongsToBibliography>0</belongsToBibliography>
    <completedDate>--</completedDate>
    <publishedDate>--</publishedDate>
    <thesisDateAccepted>--</thesisDateAccepted>
    <title language="eng">Improving Deformable Surface Meshes through Omni-directional Displacements and MRFs</title>
    <parentTitle language="eng">Proc. Medical Image Computing and Computer Assisted Intervention (MICCAI)</parentTitle>
    <identifier type="doi">10.1007/978-3-642-15705-9_28</identifier>
    <enrichment key="Series">Lecture Notes in Computer Science</enrichment>
    <enrichment key="PeerReviewed">yes</enrichment>
    <author>Dagmar Kainmüller</author>
    <editor>Tianzi Navab</editor>
    <author>Hans Lamecker</author>
    <editor>Josien P. W. Pluim</editor>
    <author>Heiko Seim</author>
    <editor>Max Viergever</editor>
    <author>Stefan Zachow</author>
    <author>Hans-Christian Hege</author>
    <collection role="institutes" number="vis">Visual Data Analysis</collection>
    <collection role="institutes" number="visalgo">Visual Data Analysis in Science and Engineering</collection>
    <collection role="institutes" number="medplan">Therapy Planning</collection>
    <collection role="persons" number="hege">Hege, Hans-Christian</collection>
    <collection role="persons" number="lamecker">Lamecker, Hans</collection>
    <collection role="persons" number="zachow">Zachow, Stefan</collection>
    <collection role="projects" number="MATHEON-F2">MATHEON-F2</collection>
    <collection role="projects" number="SFB760-SiBiLL">SFB760-SiBiLL</collection>
    <collection role="institutes" number="VDcC">Visual and Data-centric Computing</collection>
  </doc>
  <doc>
    <id>3702</id>
    <completedYear>2010</completedYear>
    <publishedYear>2010</publishedYear>
    <thesisYearAccepted/>
    <language>deu</language>
    <pageFirst>107</pageFirst>
    <pageLast>108</pageLast>
    <pageNumber/>
    <edition/>
    <issue/>
    <volume>55 (Suppl 1)</volume>
    <type>conferenceobject</type>
    <publisherName>Walter de Gruyter-Verlag</publisherName>
    <publisherPlace/>
    <creatingCorporation/>
    <contributingCorporation/>
    <belongsToBibliography>0</belongsToBibliography>
    <completedDate>--</completedDate>
    <publishedDate>--</publishedDate>
    <thesisDateAccepted>--</thesisDateAccepted>
    <title language="deu">Modellgestützte chirurgische Rekonstruktion komplexer Mittelgesichtsfrakturen</title>
    <parentTitle language="eng">Proc. BMT, Biomed Tech 2010</parentTitle>
    <enrichment key="PeerReviewed">yes</enrichment>
    <enrichment key="FulltextUrl">http://www.zib.de/visual-publications/sources/src-2010/zachow-bmt-2010.pdf</enrichment>
    <author>Stefan Zachow</author>
    <author>Kim Kubiack</author>
    <author>Jana Malinowski</author>
    <author>Hans Lamecker</author>
    <author>Harald Essig</author>
    <author>Nils-Claudius Gellrich</author>
    <collection role="institutes" number="vis">Visual Data Analysis</collection>
    <collection role="institutes" number="medplan">Therapy Planning</collection>
    <collection role="persons" number="lamecker">Lamecker, Hans</collection>
    <collection role="persons" number="zachow">Zachow, Stefan</collection>
    <collection role="projects" number="FacialSurgery">FacialSurgery</collection>
    <collection role="projects" number="MATHEON-F2">MATHEON-F2</collection>
    <collection role="institutes" number="VDcC">Visual and Data-centric Computing</collection>
  </doc>
  <doc>
    <id>3619</id>
    <completedYear>2012</completedYear>
    <publishedYear>2012</publishedYear>
    <thesisYearAccepted/>
    <language>eng</language>
    <pageFirst>609</pageFirst>
    <pageLast>616</pageLast>
    <pageNumber/>
    <edition/>
    <issue/>
    <volume>7510</volume>
    <type>conferenceobject</type>
    <publisherName/>
    <publisherPlace/>
    <creatingCorporation/>
    <contributingCorporation/>
    <belongsToBibliography>0</belongsToBibliography>
    <completedDate>--</completedDate>
    <publishedDate>--</publishedDate>
    <thesisDateAccepted>--</thesisDateAccepted>
    <title language="eng">Automatic Detection and Classification of Teeth in CT Data</title>
    <parentTitle language="eng">Proc. Medical Image Computing and Computer Assisted Intervention (MICCAI)</parentTitle>
    <enrichment key="Series">Lecture Notes in Computer Science</enrichment>
    <enrichment key="PeerReviewed">yes</enrichment>
    <author>The Duy Nguyen</author>
    <editor>Nicholas Ayache</editor>
    <author>Hans Lamecker</author>
    <editor>Hervé Delingette</editor>
    <author>Dagmar Kainmüller</author>
    <editor>Polina Golland</editor>
    <author>Stefan Zachow</author>
    <editor>Kensaku Mori</editor>
    <collection role="institutes" number="vis">Visual Data Analysis</collection>
    <collection role="institutes" number="medplan">Therapy Planning</collection>
    <collection role="persons" number="lamecker">Lamecker, Hans</collection>
    <collection role="persons" number="zachow">Zachow, Stefan</collection>
    <collection role="projects" number="Dental">Dental</collection>
    <collection role="projects" number="MATHEON-F2">MATHEON-F2</collection>
    <collection role="institutes" number="VDcC">Visual and Data-centric Computing</collection>
  </doc>
  <doc>
    <id>3625</id>
    <completedYear>2012</completedYear>
    <publishedYear>2012</publishedYear>
    <thesisYearAccepted/>
    <language>eng</language>
    <pageFirst>101</pageFirst>
    <pageLast>111</pageLast>
    <pageNumber/>
    <edition/>
    <issue/>
    <volume>7599</volume>
    <type>conferenceobject</type>
    <publisherName/>
    <publisherPlace/>
    <creatingCorporation/>
    <contributingCorporation/>
    <belongsToBibliography>0</belongsToBibliography>
    <completedDate>--</completedDate>
    <publishedDate>--</publishedDate>
    <thesisDateAccepted>--</thesisDateAccepted>
    <title language="eng">Feature-Preserving, Multi-Material Mesh Generation using Hierarchical Oracles</title>
    <parentTitle language="eng">Proc. MICCAI Workshop on Mesh Processing in Medical Image Analysis (MeshMed)</parentTitle>
    <enrichment key="Series">Lecture Notes in Computer Science</enrichment>
    <enrichment key="PeerReviewed">yes</enrichment>
    <author>Max Kahnt</author>
    <editor>Joshua A. Levine</editor>
    <author>Heiko Ramm</author>
    <editor>Rasmus R. Paulsen</editor>
    <author>Hans Lamecker</author>
    <editor>Yongjie Zhang</editor>
    <author>Stefan Zachow</author>
    <collection role="institutes" number="vis">Visual Data Analysis</collection>
    <collection role="institutes" number="medplan">Therapy Planning</collection>
    <collection role="persons" number="lamecker">Lamecker, Hans</collection>
    <collection role="persons" number="zachow">Zachow, Stefan</collection>
    <collection role="projects" number="EU-FP7-MXL">EU-FP7-MXL</collection>
    <collection role="projects" number="MATHEON-F2">MATHEON-F2</collection>
    <collection role="institutes" number="VDcC">Visual and Data-centric Computing</collection>
  </doc>
  <doc>
    <id>3735</id>
    <completedYear>2009</completedYear>
    <publishedYear>2009</publishedYear>
    <thesisYearAccepted/>
    <language>eng</language>
    <pageFirst>76</pageFirst>
    <pageLast>83</pageLast>
    <pageNumber/>
    <edition/>
    <issue/>
    <volume/>
    <type>conferenceobject</type>
    <publisherName/>
    <publisherPlace>London, UK</publisherPlace>
    <creatingCorporation/>
    <contributingCorporation/>
    <belongsToBibliography>0</belongsToBibliography>
    <completedDate>--</completedDate>
    <publishedDate>--</publishedDate>
    <thesisDateAccepted>--</thesisDateAccepted>
    <title language="eng">Automatic Extraction of Mandibular Nerve and Bone from Cone-Beam CT Data</title>
    <parentTitle language="eng">Proceedings of Medical Image Computing and Computer Assisted Intervention (MICCAI)</parentTitle>
    <enrichment key="PeerReviewed">yes</enrichment>
    <author>Dagmar Kainmüller</author>
    <editor>Guang-Zhong Yang</editor>
    <author>Hans Lamecker</author>
    <editor>David J. Hawkes</editor>
    <author>Heiko Seim</author>
    <editor>Daniel Rueckert</editor>
    <author>Max Zinser</author>
    <editor>J. Alison Noble</editor>
    <author>Stefan Zachow</author>
    <editor>Chris J. Taylor</editor>
    <collection role="institutes" number="vis">Visual Data Analysis</collection>
    <collection role="institutes" number="medplan">Therapy Planning</collection>
    <collection role="persons" number="lamecker">Lamecker, Hans</collection>
    <collection role="persons" number="zachow">Zachow, Stefan</collection>
    <collection role="projects" number="Dental">Dental</collection>
    <collection role="projects" number="MATHEON-F2">MATHEON-F2</collection>
    <collection role="institutes" number="VDcC">Visual and Data-centric Computing</collection>
  </doc>
  <doc>
    <id>3736</id>
    <completedYear>2009</completedYear>
    <publishedYear>2009</publishedYear>
    <thesisYearAccepted/>
    <language>eng</language>
    <pageFirst>6345</pageFirst>
    <pageLast>6351</pageLast>
    <pageNumber/>
    <edition/>
    <issue/>
    <volume/>
    <type>conferenceobject</type>
    <publisherName/>
    <publisherPlace>Minneapolis, USA</publisherPlace>
    <creatingCorporation/>
    <contributingCorporation/>
    <belongsToBibliography>0</belongsToBibliography>
    <completedDate>--</completedDate>
    <publishedDate>--</publishedDate>
    <thesisDateAccepted>--</thesisDateAccepted>
    <title language="eng">An Articulated Statistical Shape Model for Accurate Hip Joint Segmentation</title>
    <parentTitle language="eng">EBMC 2009. Int. Conf. of the IEEE Eng. in Med. and Biol. Society (EMBC)</parentTitle>
    <enrichment key="PeerReviewed">yes</enrichment>
    <author>Dagmar Kainmüller</author>
    <author>Hans Lamecker</author>
    <author>Stefan Zachow</author>
    <author>Hans-Christian Hege</author>
    <collection role="institutes" number="vis">Visual Data Analysis</collection>
    <collection role="institutes" number="medplan">Therapy Planning</collection>
    <collection role="persons" number="hege">Hege, Hans-Christian</collection>
    <collection role="persons" number="lamecker">Lamecker, Hans</collection>
    <collection role="persons" number="zachow">Zachow, Stefan</collection>
    <collection role="projects" number="MATHEON-F2">MATHEON-F2</collection>
    <collection role="projects" number="SFB760-SiBiLL">SFB760-SiBiLL</collection>
    <collection role="institutes" number="VDcC">Visual and Data-centric Computing</collection>
  </doc>
  <doc>
    <id>3718</id>
    <completedYear>2009</completedYear>
    <publishedYear>2009</publishedYear>
    <thesisYearAccepted/>
    <language>eng</language>
    <pageFirst>107</pageFirst>
    <pageLast>119</pageLast>
    <pageNumber/>
    <edition/>
    <issue/>
    <volume/>
    <type>conferenceobject</type>
    <publisherName>Springer New York</publisherName>
    <publisherPlace/>
    <creatingCorporation/>
    <contributingCorporation/>
    <belongsToBibliography>0</belongsToBibliography>
    <completedDate>--</completedDate>
    <publishedDate>--</publishedDate>
    <thesisDateAccepted>--</thesisDateAccepted>
    <title language="eng">Subject-Specific Ligament Models: Towards Real-Time Simulation of the Knee Joint</title>
    <parentTitle language="eng">Proc. Computational Biomechanics for Medicine IV Workshop</parentTitle>
    <identifier type="doi">10.1007/978-1-4419-5874-7</identifier>
    <enrichment key="PeerReviewed">yes</enrichment>
    <author>Tobias Heimann</author>
    <author>François Chung</author>
    <author>Hans Lamecker</author>
    <author>Hervé Delingette</author>
    <collection role="institutes" number="vis">Visual Data Analysis</collection>
    <collection role="institutes" number="medplan">Therapy Planning</collection>
    <collection role="persons" number="lamecker">Lamecker, Hans</collection>
    <collection role="projects" number="EU-FP7-MXL">EU-FP7-MXL</collection>
    <collection role="institutes" number="VDcC">Visual and Data-centric Computing</collection>
  </doc>
  <doc>
    <id>3753</id>
    <completedYear>2008</completedYear>
    <publishedYear>2008</publishedYear>
    <thesisYearAccepted/>
    <language>eng</language>
    <pageFirst>69</pageFirst>
    <pageLast>78</pageLast>
    <pageNumber/>
    <edition/>
    <issue/>
    <volume/>
    <type>conferenceobject</type>
    <publisherName/>
    <publisherPlace/>
    <creatingCorporation/>
    <contributingCorporation/>
    <belongsToBibliography>0</belongsToBibliography>
    <completedDate>--</completedDate>
    <publishedDate>--</publishedDate>
    <thesisDateAccepted>--</thesisDateAccepted>
    <title language="eng">Coupling Deformable Models for Multi-object Segmentation</title>
    <parentTitle language="eng">Proc. Int. Symp. on Computational Models for Biomedical Simulation (ISBMS)</parentTitle>
    <identifier type="doi">10.1007/978-3-540-70521-5_8</identifier>
    <enrichment key="Series">Springer LNCS 5104</enrichment>
    <author>Dagmar Kainmüller</author>
    <author>Hans Lamecker</author>
    <author>Stefan Zachow</author>
    <author>Hans-Christian Hege</author>
    <collection role="institutes" number="vis">Visual Data Analysis</collection>
    <collection role="institutes" number="medplan">Therapy Planning</collection>
    <collection role="persons" number="hege">Hege, Hans-Christian</collection>
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    <author>Dagmar Kainmüller</author>
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    <parentTitle language="eng">Bildverarbeitung für die Medizin 2008</parentTitle>
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    <enrichment key="Series">GI Informatik aktuell</enrichment>
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    <parentTitle language="eng">Proc. Bildverarbeitung für die Medizin (BVM)</parentTitle>
    <identifier type="doi">10.1007/978-3-540-71091-2_21</identifier>
    <enrichment key="Series">Informatik aktuell</enrichment>
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    <parentTitle language="eng">GI Workshop Softwareassistenten - Computerunterstützung für die medizinische Diagnose und Therapieplanung</parentTitle>
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    <author>Dagmar Kainmüller</author>
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    <collection role="institutes" number="vis">Visual Data Analysis</collection>
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    <pageFirst>149</pageFirst>
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    <parentTitle language="eng">Proc. MICCAI Workshop on Cardiovascular Interventional Imaging and Biophysical Modelling (CI2BM)</parentTitle>
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    <author>Hans Lamecker</author>
    <author>Tomaso Mansi</author>
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    <author>Randolf Menzel</author>
    <author>Jürgen Rybak</author>
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    <collection role="persons" number="hege">Hege, Hans-Christian</collection>
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    <publisherName>Wiley</publisherName>
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    <title language="eng">Registration of different phases of contrast-enhanced CT/MRI data for computer-assisted liver surgery planning</title>
    <parentTitle language="eng">Int. J. Medical Robotics and Computer Assisted Surgery</parentTitle>
    <identifier type="doi">10.1002/rcs.23</identifier>
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    <author>Thomas Wenckebach</author>
    <author>Hans Lamecker</author>
    <author>Martin Seebaß</author>
    <author>Michael Hünerbein</author>
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    <author>Peter-Michael Schlag</author>
    <collection role="institutes" number="vis">Visual Data Analysis</collection>
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    <id>3896</id>
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    <title language="eng">Registration of different phases of contrast-enhanced MR data for liver surgery</title>
    <parentTitle language="eng">3. Jahrestagung der Deutschen Gesellschaft für Computer-Roboterassistierte Chirurgie CURAC</parentTitle>
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    <author>Thomas Wenckebach</author>
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    <author>Michael Hünerbein</author>
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    <title language="eng">Augmenting intraoperative 3D ultrasound with preoperative models for navigation in liver surgery</title>
    <parentTitle language="eng">Proceedings MICCAI</parentTitle>
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    <collection role="projects" number="MATHEON-F2">MATHEON-F2</collection>
    <collection role="institutes" number="VDcC">Visual and Data-centric Computing</collection>
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  <doc>
    <id>3873</id>
    <completedYear>2005</completedYear>
    <publishedYear>2005</publishedYear>
    <thesisYearAccepted/>
    <language>eng</language>
    <pageFirst>64</pageFirst>
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    <pageNumber/>
    <edition/>
    <issue/>
    <volume/>
    <type>conferenceobject</type>
    <publisherName/>
    <publisherPlace>Banff, Alberta</publisherPlace>
    <creatingCorporation/>
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    <belongsToBibliography>0</belongsToBibliography>
    <completedDate>--</completedDate>
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    <title language="eng">Statistical shape modeling for craniosynostosis planning</title>
    <parentTitle language="eng">2nd International Conference Advanced Digital Technology in Head and Neck Reconstruction 2005, Abstract Volume</parentTitle>
    <author>Hans Lamecker</author>
    <author>Maja Zöckler</author>
    <author>Hannes Haberl</author>
    <author>Stefan Zachow</author>
    <author>Hans-Christian Hege</author>
    <collection role="institutes" number="vis">Visual Data Analysis</collection>
    <collection role="institutes" number="medplan">Therapy Planning</collection>
    <collection role="persons" number="hege">Hege, Hans-Christian</collection>
    <collection role="persons" number="lamecker">Lamecker, Hans</collection>
    <collection role="persons" number="zachow">Zachow, Stefan</collection>
    <collection role="projects" number="Cranio">Cranio</collection>
    <collection role="projects" number="MATHEON-F2">MATHEON-F2</collection>
    <collection role="institutes" number="VDcC">Visual and Data-centric Computing</collection>
  </doc>
  <doc>
    <id>3818</id>
    <completedYear>2006</completedYear>
    <publishedYear>2006</publishedYear>
    <thesisYearAccepted/>
    <language>eng</language>
    <pageFirst>371</pageFirst>
    <pageLast>374</pageLast>
    <pageNumber/>
    <edition/>
    <issue/>
    <volume>Volume I</volume>
    <type>conferenceobject</type>
    <publisherName>IEEE Computer Society</publisherName>
    <publisherPlace/>
    <creatingCorporation/>
    <contributingCorporation/>
    <belongsToBibliography>0</belongsToBibliography>
    <completedDate>--</completedDate>
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    <title language="eng">Atlas-based 3D-shape reconstruction from x-ray images</title>
    <parentTitle language="eng">Proc. Int. Conf. of Pattern Recognition (ICPR2006)</parentTitle>
    <identifier type="doi">10.1109/ICPR.2006.279</identifier>
    <author>Hans Lamecker</author>
    <author>Thomas Wenckebach</author>
    <author>Hans-Christian Hege</author>
    <collection role="institutes" number="vis">Visual Data Analysis</collection>
    <collection role="institutes" number="medplan">Therapy Planning</collection>
    <collection role="persons" number="hege">Hege, Hans-Christian</collection>
    <collection role="persons" number="lamecker">Lamecker, Hans</collection>
    <collection role="projects" number="BSRT-3DFromXray">BSRT-3DFromXray</collection>
    <collection role="projects" number="MATHEON-F2">MATHEON-F2</collection>
    <collection role="institutes" number="VDcC">Visual and Data-centric Computing</collection>
  </doc>
  <doc>
    <id>3820</id>
    <completedYear>2006</completedYear>
    <publishedYear>2006</publishedYear>
    <thesisYearAccepted/>
    <language>eng</language>
    <pageFirst>26</pageFirst>
    <pageLast>30</pageLast>
    <pageNumber/>
    <edition/>
    <issue/>
    <volume/>
    <type>conferenceobject</type>
    <publisherName>Springer Berlin Heidelberg</publisherName>
    <publisherPlace/>
    <creatingCorporation/>
    <contributingCorporation/>
    <belongsToBibliography>0</belongsToBibliography>
    <completedDate>--</completedDate>
    <publishedDate>--</publishedDate>
    <thesisDateAccepted>--</thesisDateAccepted>
    <title language="eng">Atlas-basierte 3D-Rekonstruktion des Beckens aus 2D-Projektionsbildern</title>
    <parentTitle language="eng">Bildverarbeitung für die Medizin 2006: Algorithmen - Systeme - Anwendungen</parentTitle>
    <identifier type="doi">10.1007/3-540-32137-3_6</identifier>
    <author>Hans Lamecker</author>
    <author>Thomas Wenckebach</author>
    <author>Hans-Christian Hege</author>
    <author>Georg N. Duda</author>
    <author>Markus Heller</author>
    <collection role="institutes" number="vis">Visual Data Analysis</collection>
    <collection role="institutes" number="medplan">Therapy Planning</collection>
    <collection role="persons" number="hege">Hege, Hans-Christian</collection>
    <collection role="persons" number="lamecker">Lamecker, Hans</collection>
    <collection role="projects" number="BSRT-3DFromXray">BSRT-3DFromXray</collection>
    <collection role="projects" number="MATHEON-F2">MATHEON-F2</collection>
    <collection role="institutes" number="VDcC">Visual and Data-centric Computing</collection>
  </doc>
  <doc>
    <id>3861</id>
    <completedYear>2005</completedYear>
    <publishedYear>2005</publishedYear>
    <thesisYearAccepted/>
    <language>eng</language>
    <pageFirst>1238</pageFirst>
    <pageLast>1243</pageLast>
    <pageNumber/>
    <edition/>
    <issue/>
    <volume/>
    <type>conferenceobject</type>
    <publisherName/>
    <publisherPlace>Berlin, Germany</publisherPlace>
    <creatingCorporation/>
    <contributingCorporation/>
    <belongsToBibliography>0</belongsToBibliography>
    <completedDate>--</completedDate>
    <publishedDate>--</publishedDate>
    <thesisDateAccepted>--</thesisDateAccepted>
    <title language="eng">Reconstruction of mandibular dysplasia using a statistical 3D shape model</title>
    <parentTitle language="eng">Proc. Computer Assisted Radiology and Surgery (CARS)</parentTitle>
    <identifier type="doi">10.1016/j.ics.2005.03.339</identifier>
    <author>Stefan Zachow</author>
    <author>Hans Lamecker</author>
    <author>Barbara Elsholtz</author>
    <author>Michael Stiller</author>
    <collection role="institutes" number="vis">Visual Data Analysis</collection>
    <collection role="institutes" number="medplan">Therapy Planning</collection>
    <collection role="persons" number="lamecker">Lamecker, Hans</collection>
    <collection role="persons" number="zachow">Zachow, Stefan</collection>
    <collection role="projects" number="FacialSurgery">FacialSurgery</collection>
    <collection role="projects" number="MATHEON-F2">MATHEON-F2</collection>
    <collection role="institutes" number="VDcC">Visual and Data-centric Computing</collection>
  </doc>
  <doc>
    <id>6235</id>
    <completedYear/>
    <publishedYear>2016</publishedYear>
    <thesisYearAccepted/>
    <language>eng</language>
    <pageFirst>25</pageFirst>
    <pageLast>33</pageLast>
    <pageNumber/>
    <edition/>
    <issue/>
    <volume>9993</volume>
    <type>conferenceobject</type>
    <publisherName/>
    <publisherPlace/>
    <creatingCorporation/>
    <contributingCorporation/>
    <belongsToBibliography>0</belongsToBibliography>
    <completedDate>--</completedDate>
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    <title language="eng">Robust and Accurate Appearance Models Based on Joint Dictionary Learning Data from the Osteoarthritis Initiative</title>
    <abstract language="eng">Deformable model-based approaches to 3D image segmentation have been shown to be highly successful. Such methodology requires an appearance model that drives the deformation of a geometric model to the image data. Appearance models are usually either created heuristically or through supervised learning. Heuristic methods have been shown to work effectively in many applications but are hard to transfer from one application (imaging modality/anatomical structure) to another. On the contrary, supervised learning approaches can learn patterns from a collection of annotated training data. In this work, we show that the supervised joint dictionary learning technique is capable of overcoming the traditional drawbacks of the heuristic approaches. Our evaluation based on two different applications (liver/CT and knee/MR) reveals that our approach generates appearance models, which can be used effectively and efficiently in a deformable model-based segmentation framework.</abstract>
    <parentTitle language="eng">Lecture Notes in Computer Science, Patch-Based Techniques in Medical Imaging. Patch-MI 2016</parentTitle>
    <identifier type="doi">10.1007/978-3-319-47118-1_4</identifier>
    <enrichment key="PeerReviewed">yes</enrichment>
    <submitter>Anirban Mukhopadhyay</submitter>
    <author>Anirban Mukhopadhyay</author>
    <author>Oscar Morillo</author>
    <author>Stefan Zachow</author>
    <author>Hans Lamecker</author>
    <collection role="institutes" number="vis">Visual Data Analysis</collection>
    <collection role="institutes" number="medplan">Therapy Planning</collection>
    <collection role="persons" number="lamecker">Lamecker, Hans</collection>
    <collection role="persons" number="zachow">Zachow, Stefan</collection>
    <collection role="projects" number="MODAL-MedLab">MODAL-MedLab</collection>
    <collection role="projects" number="Modal-Seg">Modal-Seg</collection>
    <collection role="projects" number="MODAL-Gesamt">MODAL-Gesamt</collection>
    <collection role="institutes" number="VDcC">Visual and Data-centric Computing</collection>
  </doc>
  <doc>
    <id>6416</id>
    <completedYear/>
    <publishedYear>2014</publishedYear>
    <thesisYearAccepted/>
    <language>eng</language>
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    <pageLast/>
    <pageNumber/>
    <edition/>
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    <volume/>
    <type>conferenceobject</type>
    <publisherName/>
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    <contributingCorporation/>
    <belongsToBibliography>0</belongsToBibliography>
    <completedDate>--</completedDate>
    <publishedDate>--</publishedDate>
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    <title language="eng">The Potential of Surface-based Geometric Morphometrics for Evolutionary Studies: An Example using Dwarf Snakes (Eirenis)</title>
    <abstract language="eng">Geometric morphometrics plays an important role in evolutionary studies. The state-of-the-art in this field are landmark-based methods. Since the landmarks usually need to be placed manually, only a limited number of landmarks are generally used to represent the shape of an anatomical structure. As a result, shape characteristics that cannot be properly represented by small sets of landmarks are disregarded.&#13;
In this study, we present a method that is free of this limitation. The method takes into account the whole shape of an anatomical structure, which is represented as a surface, hence the term ‘surface-based morphometrics’. Correspondence between two surfaces is established by defining a partitioning of the surfaces into homologous surface patches. The first step for the generation of a surface partitioning is to place landmarks on the surface. Subsequently, the landmarks are connected by curves lying on the surface. The curves, called ‘surface paths’, might either follow specific anatomical features or they can be geodesics, that is, shortest paths on the surface. One important requirement, however, is that the resulting surface path networks are topologically equivalent across all surfaces. Once the surface path networks have been defined, the surfaces are decomposed into patches according to the path networks.&#13;
This approach has several advantages. One of them is that we can discretize the surface by as many points as desired. Thus, even fine shape details can be resolved if this is of interest for the study. Since a point discretization is used, another advantage is that well-established analysis methods for landmark-based morphometrics can be utilized. Finally, the shapes can be easily morphed into one another, thereby greatly supporting the understanding of shape changes across all considered specimens.&#13;
To show the potential of the described method for evolutionary studies of biological specimens, we applied the method to the para-basisphenoid complex of the snake genus Eirenis. By using this anatomical structure as example, we present all the steps that are necessary for surface-based morphometrics, including the segmentation of the para-basisphenoid complex from micro-CT data sets. We also show some first results using statistical analysis as well as classification methods based on the presented technique.</abstract>
    <parentTitle language="eng">Abstract in DigitalSpecimen 2014</parentTitle>
    <enrichment key="PeerReviewed">no</enrichment>
    <author>Daniel Baum</author>
    <submitter>Daniel Baum</submitter>
    <author>Kristin Mahlow</author>
    <author>Hans Lamecker</author>
    <author>Stefan Zachow</author>
    <author>Johannes Müller</author>
    <author>Hans-Christian Hege</author>
    <collection role="institutes" number="vis">Visual Data Analysis</collection>
    <collection role="persons" number="baum">Baum, Daniel</collection>
    <collection role="persons" number="hege">Hege, Hans-Christian</collection>
    <collection role="persons" number="lamecker">Lamecker, Hans</collection>
    <collection role="persons" number="zachow">Zachow, Stefan</collection>
    <collection role="projects" number="SNAKE-BONES">SNAKE-BONES</collection>
    <collection role="institutes" number="VDcC">Visual and Data-centric Computing</collection>
  </doc>
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