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  1. Chapter and Conference Paper

    Abstract: Deep Probabilistic Modeling of Glioma Growth

    Existing approaches to modeling the dynamics of brain tumor growth, specifically glioma, employ biologically inspired models of cell diffusion, using image data to estimate the associated parameters. In this w...

    Jens Petersen, Paul F. Jäger, Fabian Isensee… in Bildverarbeitung für die Medizin 2020 (2020)

    Download PDF (268 KB)

  2. Chapter and Conference Paper

    Abstract: Leveraging Open Source Software to Close Translational Gaps in Medical Image Computing

    Many imaging biomarkers (IBs) fail clinical translation. The main reason is not a lack of utility, but translational gaps [1] during validation and qualification. One important problem in this context is the l...

    Jens Petersen, Sabine Heiland, Marti Bendszus… in Bildverarbeitung für die Medizin 2018 (2018)

    Download PDF (117 KB)

  3. No Access

    Chapter and Conference Paper

    Quantification of Guidance Strategies in Online Interactive Semantic Segmentation of Glioblastoma MRI

    Interactive segmentation promises to combine the speed of automatic approaches with the reliability of manual techniques. Its performance, however, depends largely on live iterative inputs by a human superviso...

    Jens Petersen, Sabine Heiland, Martin Bendszus… in Bildverarbeitung für die Medizin 2017 (2017)

  4. No Access

    Article

    Magnetization-Transfer-Messungen in normal erscheinender weißer Hirnsubstanz bei Hydrozephalus

    Stefan Hähnel, Margot Reidel, Sabine Heiland, Michael Freund… in Klinische Neuroradiologie (2001)