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Fritzsche, Klaus Hermann Maier-Hein, geb.

Bildverarbeitung für die Medizin 2017

Fritzsche, Klaus Hermann Maier-Hein, geb. - Bildverarbeitung für die Medizin 2017, ebook

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Table of contents

1. Invited Talk: Big Data in Medical Image Computing
Wiro Niessen

2. Invited Talk: The Future of Radiology and Cooperation at the Interdisciplinary Interface
Bram Stieltjes

3. Invited Talk: U-Net Convolutional Networks for Biomedical Image Segmentation
Olaf Ronneberger

4. Invited Talk: Neuromorphic Computing Principles, Achievements, and Potentials
Karlheinz Meier

5. Invited Talk: The Operating Room of the Future
Dogu Teber

6. Tutorial: Deep Learning Advancing the State-of-the-Art in Medical Image Analysis
Vincent Christlein, Florin C. Ghesu, Tobias Würfl, Andreas Maier, Fabian Isensee, Peter Neher, Klaus Maier-Hein

7. Tutorial: Hands-On Workshop Minimal Invasive Chirurgie (MIC)
Felix Nickel, Beat Müller

8. Tutorial: Medical Image Processing with MITK Introduction and new Developments
Caspar Goch, Jasmin Metzger, Marco Nolden

9. Fully Automatic Segmentation of Papillary Muscles in 3D LGE-MRI
Tanja Kurzendorfer, Alexander Brost, Christoph Forman, Michaela Schmidt, Christoph Tillmanns, Andreas Maier

10. Abstract: Clickstreamanalyse zur Qualitätssicherung in der crowdbasierten Bildsegmentierung
Eric Heim, Alexander Seitel, Christian Stock, Tobias Ross, Lena Maier-Hein

11. Model-Based 4D Segmentation of Cardiac Structures in Cine MRI Sequences
Nassim Bouteldja, Matthias Wilms, Heinz Handels, Dennis Säring, Jan Ehrhardt

12. Abstract: Kombination binärer Kontextfeatures mit Vantage Point Forests zur Multi-Organ-Segmentierung
Maximilian Blendowski, Mattias P Heinrich

13. Needle Detection in In-Plane-Acquired 3D Ultrasound Image Volumes Using Stick Filtering and a Heuristic
Heinrich M Overhoff, Anke Poelstra, Sebastian Schmitt

14. Extracting the Aorta Centerline in Contrast-Enhanced MRI
Marko Rak, Julian Alpers, Birger Mensel, Klaus-Dietz Tönnies

15. Noise Reduction in Low Dose DSA Imaging Using Pixel Adaptive SVD-Based Approach
Nikolas Menger, Thilo Elsässer, Guang-Hong Chen, Michael Manhart

16. Skin Detection and Tracking for Camera-Based Photoplethysmography Using a Bayesian Classifier and Level Set Segmentation
Alexander Trumpp, Stefan Rasche, Daniel Wedekind, Martin Schmidt, Thomas Waldow, Frederik Gaetjen, Katrin Plötze, Hagen Malberg, Klaus Matschke, Sebastian Zaunseder

17. Abstract: Können wir Rankings vertrauen? Eine systematische Analyse biomedizinischer Challenges hinsichtlich Reporting und Design
Matthias Eisenmann, Patrick Scholz, Marko Stankovic, Pierre Jannin, Christian Stock, Lena Maier-Hein

18. Overexposure Correction by Mixed One-Bit Compressive Sensing for C-Arm CT
Xiaolin Huang, Yan Xia, Yixing Huang, Joachim Hornegger, Andreas Maier

19. Self-Calibration and Simultaneous Motion Estimation for C-Arm CT Using Fiducial
Christopher Syben, Bastian Bier, Martin Berger, André Aichert, Rebecca Fahrig, Garry Gold, Marc Levenston, Andreas Maier

20. Robust Groupwise Affine Registration of Medical Images with Stochastic Optimization
Hristina Uzunova, Heinz Handels, Jan Ehrhardt

21. GPU-Based Image Geodesics for Optical Coherence Tomography
Benjamin Berkels, Michael Buchner, Alexander Effland, Martin Rumpf, Steffen Schmitz-Valckenberg

22. Layered X-Ray Motion Estimation Using Primal-Dual Optimization
Ehsan Mehmood, Peter Fischer, Thomas Pohl, Tim Horz, Andreas Maier

23. Barrett’s Esophagus Analysis Using Convolutional Neural Networks
Robert Mendel, Alanna Ebigbo, Andreas Probst, Helmut Messmann, Christoph Palm

24. Brain Tumor Segmentation Using Large Receptive Field Deep Convolutional Neural Networks
Fabian Isensee, Philipp Kickingereder, David Bonekamp, Martin Bendszus, Wolfgang Wick, Heinz-Peter Schlemmer, Klaus Maier-Hein

25. A Deep Learning Architecture for Limited-Angle Computed Tomography Reconstruction
Kerstin Hammernik, Tobias Würfl, Thomas Pock, Andreas Maier

26. Real-Time Virus Size Classification Using Surface Plasmon PAMONO Resonance and Convolutional Neural Networks
Jan Eric Lenssen, Victoria Shpacovitch, Frank Weichert

27. Fast Pose Verification for High-Speed Radiation Therapy
Andreas Maier, Susanne Westphal, Tobias Geimer, Peter G. Maxim, Gregory King, Emil Schueler, Rebecca Fahrig, Billy Loo

28. Fourier Consistency-Based Motion Estimation in Rotational Angiography
Mathias Unberath, Martin Berger, André Aichert, Andreas Maier

29. Towards Understanding Preservation of Periodic Object Motion in Computed Tomography
Franziska Schirrmacher, Oliver Taubmann, Mathias Unberath, Andreas Maier

30. The Impact of Semi-Automated Segmentation and 3D Analysis on Testing New Osteosynthesis Material
Rebecca Wöhl, Michaela Huber, Markus Loibl, Birgit Riebschläger, Michael Nerlich, Christoph Palm

31. Pathology-Related Automated Hippocampus Segmentation Accuracy
M. Liedlgruber, K. Butz, Y. Höller, G. Kuchukhidze, A. Taylor, A. Thomschewski, O. Tomasi, E. Trinka, A. Uhl

32. Interaktive Planung von Gesichtsimplantaten
Jan Egger, Markus Gall, Jürgen Wallner, Knut Reinbacher, Katja Schwenzer-Zimmerer, Dieter Schmalstieg

33. Abstract: Automatic Image Registration for 3D Cochlea Medical Images
Ibraheem Al-Dhamari, Sabine Bauer, Dietrich Paulus, Friedrich Lissek, Roland Jacob

34. Barrett’s Esophagus Analysis Using SURF Features
Luis Souza, Christian Hook, João P. Papa, Christoph Palm

35. Unterstützte Handerkennung in Thermographiebildern zur Validierung der hygienischen Händedesinfektion
Manfred Smieschek, André Stollenwerk, Stefan Kowalewski, Thorsten Orlikowsky, Mark Schoberer

36. Abstract: Quantitative Photoakustische Tomografie durch lokale Kontextkodierung
Janek Gröhl, Thomas Kirchner, Lena Maier-Hein

37. 3D Histograms of Oriented Gradients zur Registrierung von regulären CT mit interventionellen CBCT Daten
Barbara Trimborn, Ivo Wolf, Denis Abu-Sammour, Thomas Henzler, Lothar R. Schad, Frank G. Zöllner

38. A Kernel Ridge Regression Model for Respiratory Motion Estimation in Radiotherapy
Tobias Geimer, Adriana Birlutiu, Mathias Unberath, Oliver Taubmann, Christoph Bert, Andreas Maier

39. Low Rank and Sparse Matrix Decomposition as Stroke Segmentation Prior: Useful or Not? A Random Forest-Based Evaluation Study
René Werner, Daniel Schetelig, Thilo Sothmann, Eike Mücke, Matthias Wilms, Bastian Cheng, Nils D. Forkert

40. Automatic Layer Generation for Scar Transmurality Visualization
S. Reiml, T. Kurzendorfer, D. Toth, P. Mountney, M. Panayiotou, J. M. Behar, C. A. Rinaldi, K. Rhode, A. Maier, A. Brost

41. Analyzing Immunohistochemically Stained Whole-Slide Images of Ovarian Carcinoma
Daniel Bug, Anne Grote, Julia Schüler, Friedrich Feuerhake, Dorit Merhof

42. Efficient Epiphyses Localization Using Regression Tree Ensembles and a Conditional Random Field
Alexander O Mader, Hauke Schramm, Carsten Meyer

43. Real-Time-Capable GPU-Framework for Depth-Aware Rigid 2D/3D Registration
Matthias Utzschneider, Jian Wang, Roman Schaffert, Anja Borsdorf, Andreas Maier

44. Defining Restrictions and Limits of Registration-Based Quantification of Geometric Deformation in Cerebral Blood Vessels
Daniel Schetelig, Jan Sedlacik, Felix Schmidt, Jens Fiehler, René Werner

45. Dental Splint Fabrication for Prospective Motion Correction in Ultrahigh-Field MR Imaging
Gabriel Mistelbauer, Daniel Stucht, Yan L. Arnold, Oliver Speck, Bernhard Preim

46. Reliable Estimation of the Number of Compartments in Diffusion MRI
Simon Koppers, Christoph Haarburger, J. Christopher Edgar, Dorit Merhof

47. Epipolar Consistency Conditions for Motion Correction in Weight-Bearing Imaging
Bastian Bier, André Aichert, Lina Felsner, Mathias Unberath, Marc Levenston, Garry Gold, Rebecca Fahrig, Andreas Maier

48. Abstract: Patch-Based Learning of Shape, Appearance, and Motion Models from Few Training Samples by Low-Rank Matrix Completion
Matthias Wilms, Heinz Handels, Jan Ehrhardt

49. Abstract: Detektion des tibiotalaren Gelenkspaltes in intraoperativen C-Bogen Projektionen
Sarina Thomas, Marc Schnetzke, Jochen Franke, Sven Vetter, Benedict Swartman, Paul A. Grützner, Hans-Peter Meinzer, Marco Nolden

50. A Feasibility Study of Automatic Multi-Organ Segmentation Using Probabilistic Atlas
Shuqing Chen, Jürgen Endres, Sabrina Dorn, Joscha Maier, Michael Lell, Marc Kachelrieß, Andreas Maier

51. Assessing the Benefits of Interactive Patient-Specific Visualisations for Patient Information
Georg Hille, Nico Merten, Steffen Serowy, Sylvia Glaßer, Klaus Tönnies, Bernhard Preim

52. Abstract: Effiziente Visualisierung von Vektorfeldern in der Strahlentherapie
Jan Meis, Hendrik Teske, Kristina Giske

53. Quantification of Guidance Strategies in Online Interactive Semantic Segmentation of Glioblastoma MRI
Jens Petersen, Sabine Heiland, Martin Bendszus, Jürgen Debus, Klaus H. Maier-Hein

54. Training mit positiven und unannotierten Daten für automatische Voxelklassifikation
Michael Goetz, Klaus H. Maier-Hein

55. Lesion Ground Truth Estimation for a Physical Breast Phantom
Suneeza Hanif, Frank Schebesch, Anna Jerebko, Ludwig Ritschl, Thomas Mertelmeier, Andreas Maier

56. Automatic Grading of Breast Cancer Whole-Slide Histopathology Images
Thomas Wollmann, Karl Rohr

57. Multi-Object Segmentation in Chest X-Ray Using Cascaded Regression Ferns
In Young Ha, Matthias Wilms, Mattias P. Heinrich

58. Abstract: Articulated Head and Neck Patient Model for Adaptive Radiotherapy
Hendrik Teske, Kathrin Bartelheimer, Jan Meis, Eva M. Stoiber, Rolf Bendl, Kristina Giske

59. Shallow Fully-Connected Neural Networks for Ischemic Stroke-Lesion Segmentation in MRI
Christian Lucas, Oskar Maier, Mattias P. Heinrich

60. Abstract: 4D Template Library Generation for Real-Time Tracking on 2D Cine MRI
Luis Paredes, Paul Mercea, Hendrik Teske, Rolf Bendl, Kristina Giske, Ignacio Espinoza

61. Spline-Based Multimodal Image Registration of 3D PLI Data of the Human Brain
Sharib Ali, Karl Rohr, David Gräßel, Philipp Schlömer, Katrin Amunts, Roland Eils, Markus Axer, Stefan Wörz

62. Abstract: 3D-Rekonstruktion der Schilddrüse des Menschen mit 2D-Ultraschall-Daten im Rahmen von Routineuntersuchungen
Bastian Thiering, James Nagarajah, Hans-Gerd Lipinski

63. Systematic Analysis of Jurkat T-Cell Deformation in Fluorescence Microscopy Data
Sven-Thomas Antoni, Omar M. F. Ismail, Daniel Schetelig, Björn-Philipp Diercks, René Werner, Insa M. A. Wolf, Andreas H. Guse, Alexander Schlaefer

64. Comparison of Default Patient Surface Model Estimation Methods
Xia Zhong, Norbert Strobel, Markus Kowarschik, Rebecca Fahrig, Andreas Maier

65. Robotergestützte Ultraschallbildgebung zur Lagekontrolle von Zielgewebe während der Strahlentherapie
Peter Karl Seitz, Rolf Bendl

66. Vergleich von Verfahren zur automatischen Detektion der Position und Orientierung des Herzens in 4D-Cine-MRT-Bilddaten
Marja Fleitmann, Ole Käferlein, Matthias Wilms, Dennis Säring, Heinz Handels, Jan Ehrhardt

67. Evaluation of Multi-Channel Image Registration in Microscopy
Sascha E. A. Muenzing, Andreas S. Thum, Katja Bühler, Dorit Merhof

68. Abstract: Medical Research Data Management Using MITK and XNAT
Caspar Jonas Goch, Jasmin Metzger, Marco Nolden

69. Fully Automated Multi-Modal Anatomic Atlas Generation Using 3D-Slicer
Julia Rackerseder, Antonio Miguel Luque González, Charlotte Düwel, Nassir Navab, Benjamin Frisch

70. Automatic Classification and Pathological Staging of Confocal Laser Endomicroscopic Images of the Vocal Cords
Kim Vo, Christian Jaremenko, Christopher Bohr, Helmut Neumann, Andreas Maier

71. Abstract: Soft Tissue Modeling with the Chainmail Approach
Kathrin Bartelheimer, Hendrik Teske, Rolf Bendl, Kristina Giske

72. Brain Parenchyma and Vessel Separation in 3D Digital Subtraction Angiography Images
Jürgen Endres, Christopher Rohkohl, Kevin Royalty, Sebastian Schafer, Andreas Maier, Arnd Dörfler, Markus Kowarschik

73. Classification of DCE-MRI Data for Breast Cancer Diagnosis Combining Contrast Agent Dynamics and Texture Features
Kai Nie, Sylvia Glaßer, Uli Niemann, Gabriel Mistelbauer, Bernhard Preim

74. Registrierung von nicht sichtbaren Laserbehandlungsarealen der Retina in Live-Aufnahmen des Fundus
Timo Kepp, Stefan Koinzer, Heinz Handels, Ralf Brinkmann

75. Abstract: Real-Time Online Adaption for Robust Instrument Tracking and Pose Estimation
Nicola Rieke, David Joseph Tan, Federico Tombari, Josué Page Vizcaíno, Chiara Amat San Filippo, Abouzar Eslami, Nassir Navab

76. Abstract: Wound Imaging in 3D Using Low-Cost Mobile Devices
Ekaterina Sirazitdinova, Thomas Deserno

77. Interpatientenübertragung von Atemmodellen für das Virtual-Reality-Training von Punktionseingriffen
Andre Mastmeyer, Matthias Wilms, Heinz Handels

78. Automatic Initialization and Failure Detection for Surgical Tool Tracking in Retinal Microsurgery
Josué Page Vizcaíno, Nicola Rieke, David Joseph Tan, Federico Tombari, Abouzar Eslami, Nassir Navab

79. Automatic Viewpoint Selection for Exploration of Time-Dependent Cerebral Aneurysm Data
Monique Meuschke, Wito Engelke, Oliver Beuing, Bernhard Preim, Kai Lawonn

80. Abtract: Shape Analysis in Human Brain MRI
Martin Reuter, Christian Wachinger

81. Abstract: Learning of Representative Multi-Resolution Multi-Object Statistical Shape Models from Small Training Populations
Matthias Wilms, Heinz Handels, Jan Ehrhardt

Keywords: Computer Science, Image Processing and Computer Vision, Pattern Recognition, Health Informatics

Editor
 
 
 
Publisher
Springer
Publication year
2017
Language
de
Edition
1
Series
Informatik aktuell
Category
Information Technology, Telecommunications
Format
Ebook
eISBN (PDF)
9783662543450
Printed ISBN
978-3-662-54344-3

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