Bildverarbeitung für die Medizin 2014 pp 384-389

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Regression Forest-Based Organ Detection in Normalized PET Images

  • Peter Fischer
  • Volker Daum
  • Dieter Hahn
  • Marcus Prümmer
  • Joachim Hornegger
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References

  1. 1.
    Seifert S, Barbu A, Zhou SK, et al. Hierarchical parsing and semantic navigation of full body CT data. Proc SPIE. 2009;7259:725902–1–8.CrossRefGoogle Scholar
  2. 2.
    Criminisi A, Shotton J, Bucciare S. Decision forests with long-range spatial context for organ localization in CT volumes. Proc MICCAI PMMIA. 2009; p. 69–80.Google Scholar
  3. 3.
    Criminisi A, Shotton J, Robertson DP, et al. Regression forests for efficient anatomy detection and localization in CT studies. Proc MICCAI MCV. 2010; p. 106–17.Google Scholar
  4. 4.
    Pauly O, Glocker B, Criminisi A, et al. Fast multiple organ detection and localization in whole-body MR Dixon sequences. Proc MICCAI. 2011; p. 239–47.Google Scholar
  5. 5.
    Guan H, Kubota T, Huang X, et al. Automatic hot spot detection and segmentation in whole body FDG-PET images. Proc ICIP. 2006; p. 85–8.Google Scholar
  6. 6.
    Montgomery DWG, Amira A, Zaidi H. Fully automated segmentation of oncological PET volumes using a combined multiscale and statistical model. Med Phys. 2007;34:722–36.CrossRefGoogle Scholar
  7. 7.
    Kelly M. SUV: Advancing Comparability and Accuracy. Siemens; 2009.Google Scholar
  8. 8.
    J¨ager F, Hornegger J. Nonrigid registration of joint histograms for intensity standardization in magnetic resonance imaging. IEEE Trans Med Imaging. 2009;28(1):137–50.CrossRefGoogle Scholar
  9. 9.
    Dantone M, Gall J, Fanelli G, et al. Real-time facial feature detection using conditional regression forests. Proc CVPR. 2012; p. 2578–85.Google Scholar

Copyright information

© Springer-Verlag Berlin Heidelberg 2014

Authors and Affiliations

  • Peter Fischer
    • 1
  • Volker Daum
    • 2
  • Dieter Hahn
    • 2
  • Marcus Prümmer
    • 2
  • Joachim Hornegger
    • 1
  1. 1.Pattern Recognition Lab and Erlangen Graduate School in Advanced Optical Technologies (SAOT)FAU Erlangen-NürnbergErlangen-NürnbergGermany
  2. 2.Chimaera GmbHErlangenGermany

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