TY - GEN A1 - Ehlke, Moritz A1 - Ramm, Heiko A1 - Lamecker, Hans A1 - Hege, Hans-Christian A1 - Zachow, Stefan T1 - Fast Generation of Virtual X-ray Images from Deformable Tetrahedral Meshes N2 - We propose a novel GPU-based approach to render virtual X-ray projections of deformable tetrahedral meshes. These meshes represent the shape and the internal density distribution of a particular anatomical structure and are derived from statistical shape and intensity models (SSIMs). We apply our method to improve the geometric reconstruction of 3D anatomy (e.g.\ pelvic bone) from 2D X-ray images. For that purpose, shape and density of a tetrahedral mesh are varied and virtual X-ray projections are generated within an optimization process until the similarity between the computed virtual X-ray and the respective anatomy depicted in a given clinical X-ray is maximized. The OpenGL implementation presented in this work deforms and projects tetrahedral meshes of high resolution (200.000+ tetrahedra) at interactive rates. It generates virtual X-rays that accurately depict the density distribution of an anatomy of interest. Compared to existing methods that accumulate X-ray attenuation in deformable meshes, our novel approach significantly boosts the deformation/projection performance. The proposed projection algorithm scales better with respect to mesh resolution and complexity of the density distribution, and the combined deformation and projection on the GPU scales better with respect to the number of deformation parameters. The gain in performance allows for a larger number of cycles in the optimization process. Consequently, it reduces the risk of being stuck in a local optimum. We believe that our approach contributes in orthopedic surgery, where 3D anatomy information needs to be extracted from 2D X-rays to support surgeons in better planning joint replacements. T3 - ZIB-Report - 13-38 KW - digitally reconstructed radiographs KW - volume rendering KW - mesh deformation KW - statistical shape and intensity models KW - image registration KW - GPU acceleration Y1 - 2013 U6 - http://nbn-resolving.de/urn/resolver.pl?urn:nbn:de:0297-zib-41896 SN - 1438-0064 ER - TY - JOUR A1 - Deuflhard, Peter A1 - Weiser, Martin A1 - Seebaß, Martin T1 - A New Nonlinear Elliptic Multilevel FEM Applied to Regional Hyperthermia JF - Comput. Visual. Sci. Y1 - 2000 U6 - https://doi.org/10.1007/PL00013546 VL - 3 SP - 1 EP - 6 ER - TY - CHAP A1 - Hege, Hans-Christian T1 - Creation and Visualization of Anatomical Models with Amira T2 - Proc. of 3D Modelling 2003 Y1 - 2003 SP - 7pp. CY - Paris ER - TY - JOUR A1 - V. Dörffel, W. A1 - Sugano, Yoshimi A1 - Stalling, Detlev A1 - Coconu, Liviu T1 - Lasergestützte endoskopische Vermessung der großen Atemwege JF - Pneumonologie Y1 - 2003 U6 - https://doi.org/10.1055/s-2003-42220 VL - 57(3) SP - 503 EP - 509 ER - TY - CHAP A1 - Hege, Hans-Christian A1 - Schirmacher, Hartmut A1 - Westerhoff, Malte A1 - Lamecker, Hans A1 - Prohaska, Steffen A1 - Zachow, Stefan T1 - From Image Data to Three-Dimensional Models - Case Studies on the Impact of 3D Patient Models T2 - Proceedings of the Japan Korea Computer Graphics Conference 2002 Y1 - 2002 PB - Kanazawa University CY - Kanazawa City, Ishikawa, Japan ER - TY - JOUR A1 - Benger, Werner A1 - Bartsch, Hauke A1 - Hege, Hans-Christian A1 - Kitzler, Hagen A1 - Shumilina, Anna A1 - Werner, Annett T1 - Visualizing neuronal structures in the human brain via Diffusion Tensor MRI JF - Int. Journal of Neuroscience Y1 - 2006 VL - 116(4) SP - 461 EP - 514 ER - TY - CHAP A1 - Zeilhofer, Hans-Florian A1 - Sader, Robert A1 - Apostolescu, Victor A1 - Hoffmann, Karl-Heinz A1 - Göbel, Martin A1 - Hege, Hans-Christian T1 - Die Bedeutung breitbandiger und leistungsfähiger Kommunikationsinfrastrukturen für die kraniomaxillofaziale Chirurgie - Möglichkeiten der netzbasierten Bildverarbeitung T2 - Bildverarbeitung für die Medizin 2000 (Abstract) Y1 - 2000 CY - München ER - TY - CHAP A1 - Wegner, Susan A1 - Stalling, Detlev A1 - Hege, Hans-Christian A1 - Oswald, H. A1 - Fleck, E. ED - Arnolds, B. ED - Müller, H. ED - Saupe, D. ED - Tolxdorff, Thomas T1 - Die 3D-Wasserscheidentransformation auf Graphenebene - eine Anwendung für die Hyperthermieplannung T2 - Digitale Bildverarbeitung in der Medizin, Tagungsband zum 5. Freiburger Workshop Y1 - 1997 SP - 31 EP - 36 CY - Freiburg ER - TY - CHAP A1 - Seebaß, Martin A1 - Stalling, Detlev A1 - Zöckler, Malte A1 - Hege, Hans-Christian A1 - Wust, Peter A1 - Felix, Roland A1 - Deuflhard, Peter T1 - Surface Mesh Generation for Numerical Simulations of Hyperthermia Treatments T2 - Proceedings of the 16th Annual Meeting of the European Society for Hyperthermic Oncology (ESHO-97) Y1 - 1997 SP - 146 ER - TY - CHAP A1 - Deuflhard, Peter A1 - Seebaß, Martin A1 - Stalling, Detlev A1 - Beck, Rudolf A1 - Hege, Hans-Christian ED - Sydow, Achim T1 - Hyperthermia Treatment Planning in Clinical Therapy T2 - Computational Physics, Chemistry and Biology (Proceedings of the 15th IMACS World Congress 1997 on Scientific Computation 3, Modelling and Applied Mathematics) Y1 - 1997 SP - 9 EP - 17 PB - Wissenschaft und Technik Verlag ER - TY - CHAP A1 - Nadobny, Jacek A1 - Wust, Peter A1 - Stalling, Detlev A1 - Hege, Hans-Christian A1 - Deuflhard, Peter A1 - Felix, Roland T1 - A Quantitative Comparison Between VSIE and the FDTD Method Using Electrically Equivalent Patient and Antenna Models T2 - Proceedings of 16th Annual Meeting of the European Society for Hyperthermic Oncology ESHO-97 Y1 - 1997 SP - 145 CY - Berlin, Germany ER - TY - CHAP A1 - Wust, Peter A1 - Nadobny, Jacek A1 - Gellermann, Johanna A1 - Seebaß, Martin A1 - Stalling, Detlev A1 - Hege, Hans-Christian A1 - Deuflhard, Peter A1 - Felix, Roland T1 - Patient Models and Algorithms for Hyperthermia Planning T2 - Proceedings of the 16th Annual Meeting of the European Society for Hyperthermic Oncology ESHO-97 Y1 - 1997 ER - TY - CHAP A1 - Beck, Rudolf A1 - Deuflhard, Peter A1 - Hege, Hans-Christian A1 - Seebaß, Martin A1 - Stalling, Detlev ED - Hege, Hans-Christian ED - Polthier, Konrad T1 - Numerical Algorithms and Visualization in Medical Treatment Planning T2 - Visualization and Mathematics 1997 Y1 - 1996 SP - 303 EP - 328 PB - Springer, Heidelberg ER - TY - CHAP A1 - Beck, Rudolf A1 - Hege, Hans-Christian A1 - Seebaß, Martin A1 - Wust, Peter A1 - Deuflhard, Peter A1 - Felix, Roland T1 - Adaptive Finite Element Codes for Numerical Calculations in Hyperthermia Treatment Planning T2 - Proceedings of the 17th Congress on Hyperthermic Oncology Y1 - 1996 VL - 2 SP - 515 EP - 517 CY - Rome, Italy ER - TY - CHAP A1 - Nadobny, Jacek A1 - Wust, Peter A1 - Wlodarczyk, Waldemar A1 - Seebaß, Martin A1 - Deuflhard, Peter A1 - Mönich, Gerhard A1 - Felix, Roland T1 - Simulation Studies for Combination of Hyperthermia and Magnetic Resonance Systems T2 - Proceedings of the 17th Congress on Hyperthermic Oncology Y1 - 1996 VL - 2 SP - 549 EP - 551 CY - Rome, Italy ER - TY - CHAP A1 - Seebaß, Martin A1 - Stalling, Detlev A1 - Nadobny, Jacek A1 - Wust, Peter A1 - Felix, Roland A1 - Deuflhard, Peter T1 - Three-Dimensional Finite Elements Mesh Generation for Numerical Simulations of Hyperthermia Treatments T2 - Proceedings of the 17th Congress on Hyperthermic Oncology Y1 - 1996 VL - 2 SP - 547 EP - 548 CY - Rome, Italy ER - TY - JOUR A1 - Nadobny, Jacek A1 - Sullivan, Dennis A1 - Wust, Peter A1 - Seebaß, Martin A1 - Deuflhard, Peter A1 - Felix, Roland T1 - A High-Resolution Interpolation at Arbitary Interfaces for the FDTD Method JF - IEEE Trans. Microwave Theory Tech. Y1 - 1998 U6 - https://doi.org/10.1109/22.734576 VL - 46 IS - 11 SP - 1759 EP - 1766 ER - TY - CHAP A1 - Nadobny, Jacek A1 - Wust, Peter A1 - Fähling, Horst A1 - Stalling, Detlev A1 - Seebaß, Martin A1 - Deuflhard, Peter A1 - Felix, Roland T1 - Numerical and Experimental Evaluation of E-Field and Absorbed Power in the Pelvic Region Using a Bone-Equivalent Phantom T2 - Proc. PIERS Progress in Electromagnetic Research Symposium Y1 - 1998 SP - 264 CY - Nantes ER - TY - CHAP A1 - Wlodarczyk, Waldemar A1 - Nadobny, Jacek A1 - Fähling, Horst A1 - Wust, Peter A1 - Mönich, Gerhard T1 - Antennenkonzepte und Realisierungsbeispiele für die HF-Hyperthermie T2 - ITG-Fachbericht 149 Antennen Y1 - 1998 SP - 335 EP - 338 PB - VDE Verlag ER - TY - JOUR A1 - Wust, Peter A1 - Gellermann, Johanna A1 - Beier, Jürgen A1 - Wegner, Susan A1 - Tilly, Wolfgang A1 - Tröger, Jens A1 - Stalling, Detlev A1 - Hege, Hans-Christian A1 - Deuflhard, Peter A1 - Felix, Roland T1 - Evaluation of Segmentation Algorithms for Generation of Patient Models in Radiofrequency Hyperthermia JF - Phys. Med. Biol. Y1 - 1998 U6 - https://doi.org/10.1088/0031-9155/43/11/009 VL - 43 (11) SP - 3295 EP - 3307 ER - TY - CHAP A1 - Stalling, Detlev A1 - Seebaß, Martin A1 - Zachow, Stefan T1 - Mehrschichtige Oberflächenmodelle zur computergestützten Planung in der Chirurgie T2 - Bildverarbeitung für die Medizin 1999 - Algorithmen, Anwendungen Y1 - 1999 SP - 203 EP - 207 PB - Springer-Verlag, Berlin ER - TY - CHAP A1 - Stalling, Detlev A1 - Zöckler, Malte A1 - Hege, Hans-Christian T1 - Segmentation of 3D Medical Images with Subvoxel Accuracy T2 - Proc. CARS ’98 Computer Assisted Radiology and Surgery Y1 - 1998 SP - 137 EP - 142 CY - Tokyo ER - TY - CHAP A1 - Deuflhard, Peter A1 - Seebaß, Martin ED - Lai, Choi-Hong ED - Bjorstad, Petter ED - Cross, Mark ED - Widlund, Olof T1 - Adaptive Multilevel FEM as Decisive Tools in the Clinical Cancer Therapy Hyerthermia T2 - Proc. Eleventh International Conference on Domain Decomposition Methods in Sciences and Engineering Y1 - 1998 SP - 410 EP - 421 CY - Greenwich, UK ER - TY - JOUR A1 - Seebaß, Martin A1 - Wust, Peter A1 - Gellermann, Johanna A1 - Stalling, Detlev A1 - Nadobny, Jacek A1 - Felix, Roland T1 - Dreidimensionale Simulation der nicht-invasiven Radiowellen-Hyperthermie JF - Minimal Invasive Medizin Y1 - 1995 VL - 6 IS - 1 SP - 29 EP - 35 ER - TY - CHAP A1 - Gellermann, Johanna A1 - Wust, Peter A1 - Stalling, Detlev A1 - Felix, Roland T1 - Optimisation Strategies in Hyperthermia Planning Compared with those Used in Radiotherapy Planning T2 - Proc. CAR 95 Computer Assisted Radiology Y1 - 1995 SP - 1083 EP - 1087 CY - Berlin ER - TY - CHAP A1 - Stalling, Detlev A1 - Hege, Hans-Christian A1 - Höllerer, Tobias T1 - Visualization and 3D-Interaction for Hyperthermia Treatment Planning T2 - Proc. CAR 95 Computer Assisted Radiology, 9th International Symposium and Exhibition Y1 - 1995 SP - 1216 EP - 1222 CY - Berlin ER - TY - JOUR A1 - Kainmüller, Dagmar A1 - Lamecker, Hans A1 - Heller, Markus O. A1 - Weber, Britta A1 - Hege, Hans-Christian A1 - Zachow, Stefan T1 - Omnidirectional Displacements for Deformable Surfaces JF - Medical Image Analysis Y1 - 2013 U6 - https://doi.org/10.1016/j.media.2012.11.006 VL - 17 IS - 4 SP - 429 EP - 441 PB - Elsevier ER - TY - GEN A1 - Nava-Yazdani, Esfandiar A1 - Hege, Hans-Christian A1 - von Tycowicz, Christoph A1 - Sullivan, T. J. T1 - A Shape Trajectories Approach to Longitudinal Statistical Analysis N2 - For Kendall’s shape space we determine analytically Jacobi fields and parallel transport, and compute geodesic regression. Using the derived expressions, we can fully leverage the geometry via Riemannian optimization and reduce the computational expense by several orders of magnitude. The methodology is demonstrated by performing a longitudinal statistical analysis of epidemiological shape data. As application example we have chosen 3D shapes of knee bones, reconstructed from image data of the Osteoarthritis Initiative. Comparing subject groups with incident and developing osteoarthritis versus normal controls, we find clear differences in the temporal development of femur shapes. This paves the way for early prediction of incident knee osteoarthritis, using geometry data only. T3 - ZIB-Report - 18-42 KW - shape space, shape trajectories, geodesic regression, longitudinal analysis, osteoarthritis Y1 - 2018 U6 - http://nbn-resolving.de/urn/resolver.pl?urn:nbn:de:0297-zib-69759 SN - 1438-0064 ER - TY - JOUR A1 - Oeltze-Jaffra, Steffen A1 - Meuschke, Monique A1 - Neugebauer, Mathias A1 - Saalfeld, Sylvia A1 - Lawonn, Kai A1 - Janiga, Gabor A1 - Hege, Hans-Christian A1 - Zachow, Stefan A1 - Preim, Bernhard T1 - Generation and Visual Exploration of Medical Flow Data: Survey, Research Trends, and Future Challenges JF - Computer Graphics Forum N2 - Simulations and measurements of blood and air flow inside the human circulatory and respiratory system play an increasingly important role in personalized medicine for prevention, diagnosis, and treatment of diseases. This survey focuses on three main application areas. (1) Computational Fluid Dynamics (CFD) simulations of blood flow in cerebral aneurysms assist in predicting the outcome of this pathologic process and of therapeutic interventions. (2) CFD simulations of nasal airflow allow for investigating the effects of obstructions and deformities and provide therapy decision support. (3) 4D Phase-Contrast (4D PC) Magnetic Resonance Imaging (MRI) of aortic hemodynamics supports the diagnosis of various vascular and valve pathologies as well as their treatment. An investigation of the complex and often dynamic simulation and measurement data requires the coupling of sophisticated visualization, interaction, and data analysis techniques. In this paper, we survey the large body of work that has been conducted within this realm. We extend previous surveys by incorporating nasal airflow, addressing the joint investigation of blood flow and vessel wall properties, and providing a more fine-granular taxonomy of the existing techniques. From the survey, we extract major research trends and identify open problems and future challenges. The survey is intended for researchers interested in medical flow but also more general, in the combined visualization of physiology and anatomy, the extraction of features from flow field data and feature-based visualization, the visual comparison of different simulation results, and the interactive visual analysis of the flow field and derived characteristics. Y1 - 2019 U6 - https://doi.org/10.1111/cgf.13394 VL - 38 IS - 1 SP - 87 EP - 125 PB - Wiley ER - TY - JOUR A1 - Ehlke, Moritz A1 - Ramm, Heiko A1 - Lamecker, Hans A1 - Hege, Hans-Christian A1 - Zachow, Stefan T1 - Fast Generation of Virtual X-ray Images for Reconstruction of 3D Anatomy JF - IEEE Transactions on Visualization and Computer Graphics Y1 - 2013 U6 - http://nbn-resolving.de/urn/resolver.pl?urn:nbn:de:0297-zib-35928 VL - 19 IS - 12 SP - 2673 EP - 2682 ER - TY - JOUR A1 - Dworzak, Jalda A1 - Lamecker, Hans A1 - von Berg, Jens A1 - Klinder, Tobias A1 - Lorenz, Cristian A1 - Kainmüller, Dagmar A1 - Seim, Heiko A1 - Hege, Hans-Christian A1 - Zachow, Stefan T1 - 3D Reconstruction of the Human Rib Cage from 2D Projection Images using a Statistical Shape Model JF - Int. J. Comput. Assist. Radiol. Surg. Y1 - 2010 U6 - https://doi.org/10.1007/s11548-009-0390-2 SN - 1861-6410 VL - 5 IS - 2 SP - 111 EP - 124 PB - Springer ER - TY - JOUR A1 - Rybak, Jürgen A1 - Kuß, Anja A1 - Lamecker, Hans A1 - Zachow, Stefan A1 - Hege, Hans-Christian A1 - Lienhard, Matthias A1 - Singer, Jochen A1 - Neubert, Kerstin A1 - Menzel, Randolf T1 - The Digital Bee Brain: Integrating and Managing Neurons in a Common 3D Reference System JF - Front. Syst. Neurosci. Y1 - 2010 U6 - https://doi.org/10.3389/fnsys.2010.00030 VL - 4 IS - 30 ER - TY - CHAP A1 - Bindernagel, Matthias A1 - Kainmüller, Dagmar A1 - Seim, Heiko A1 - Lamecker, Hans A1 - Zachow, Stefan A1 - Hege, Hans-Christian T1 - An Articulated Statistical Shape Model of the Human Knee T2 - Bildverarbeitung für die Medizin 2011 Y1 - 2011 U6 - https://doi.org/10.1007/978-3-642-19335-4_14 SP - 59 EP - 63 PB - Springer ER - TY - CHAP A1 - Kainmüller, Dagmar A1 - Lamecker, Hans A1 - Seim, Heiko A1 - Zachow, Stefan A1 - Hege, Hans-Christian ED - Navab, Tianzi ED - P. W. Pluim, Josien ED - Viergever, Max T1 - Improving Deformable Surface Meshes through Omni-directional Displacements and MRFs T2 - Proc. Medical Image Computing and Computer Assisted Intervention (MICCAI) Y1 - 2010 U6 - https://doi.org/10.1007/978-3-642-15705-9_28 VL - 6361 SP - 227 EP - 234 PB - Springer ER - TY - JOUR A1 - Ziegler, Günter M. A1 - Hege, Hans-Christian A1 - Duda, Georg T1 - Neue Bilder für die Medizin? JF - DFN-Mitteilungen Y1 - 2005 VL - 13(3) SP - 163 EP - 167 ER - TY - GEN A1 - Hege, Hans-Christian T1 - Hintergrundinformationen zum Artikel ‘Neue Bilder für die Medizin?’ Y1 - 2005 PB - DFG-Research Center Matheon, Report, 19 pages ER - TY - THES A1 - von Hafe Pérez Ferreira da Silva, Maria Isabel T1 - Computational Left-Ventricle Reconstruction from MRI Data for Patient-specific Cardiac Simulations Y1 - 2014 ER -