Medical Visualization

Abstract

In collaboration with hospitals we try to investigate various topics in medicine by means of visualization or visual analytics. Due to the increasing amount of data generated by hospital information systems, visualization becomes successively more important. Extracting certain trends from such highly diverse data by suitable visual mappings is one of the primary goals of medical visualization. The data is usually acquired by computed tomography, magnetic resonance imaging or ultrasound.

Currently, our research addresses the analysis of blood vessels such as the inspection of possible stenotic regions or their spatial arrangement as in the Circle of Willis. Furthermore, we investigate aneurysm classification and lesion detection as well as visualization. Another research area deals with realistic prenatal visualization of the fetus in-vivo and in real-time. Due to the high variability of medical imaging data, we further focus on high-level correction of segmentation defects.

Publications

36 Publications found:
Image Bib Reference Publication Type
2017
Renata Raidou, Marcel Breeuwer, Anna Vilanova
Visual Analytics for Digital Radiotherapy: Towards a Comprehensible Pipeline
Computer Graphics Forum (Proceedings of Eurographics), 36(), April 2017. [image2]
Journal Paper with Conference Talk
Haichao Miao, Gabriel Mistelbauer, Alexey Karimov, Amir Alansary, Alice Davidson, David F.A. Lloyd, Mellisa Damodaram, Lisa Story, Jana Hutter, Joseph V. Hajnal, Mary Rutherford, Bernhard Preim, Bernhard Kainz, Meister Eduard Gröller
Placenta Maps: In Utero Placental Health Assessment of the Human Fetus
IEEE Transactions on Visualization and Computer Graphics, 23(6):1612-1623, 2017.
Journal Paper with Conference Talk
2016
Renata Raidou, Freek Marcelis, Marcel Breeuwer, Meister Eduard Gröller, Anna Vilanova, Huub van de Wetering
Visual Analytics for the Exploration and Assessment of Segmentation Errors
Eurographics Workshop on Visual Computing for Biology and Medicine, ():193-202, September 2016. [image] [Paper]
Journal Paper with Conference Talk
Gabriel Mistelbauer, Johanna Schmidt, A.M. Sailer, Kathrin Bäumler, Shannon Walters, Dominik Fleischmann
Aortic Dissection Maps: Comprehensive Visualization of Aortic Dissections for Risk Assessment
Eurographics Workshop on Visual Computing for Biology and Medicine (2016), (), September 2016. [image] [Paper]
Journal Paper with Conference Talk
Alexey Karimov
Guided Interactive Volume Editing in Medicine
Supervisor: Meister Eduard Gröller
Duration: March 2012 - June 2016
[Abstract]
PhD-Thesis
Alexey Karimov, Gabriel Mistelbauer, Thomas Auzinger, Meister Eduard Gröller
Statistics-Driven Localization of Dissimilarities in Data
1, April 2016
Technical Report
Renata Raidou, Oscar Casares-Magaz, Ludvig Paul Muren, Uulke A van der Heide, Jarle Roervik, Marcel Breeuwer, Anna Vilanova
Visual Analysis of Tumor Control Models for Prediction of Radiotherapy Response.
EuroVis - Eurographics/IEEE-VGTC Symposium on Visualization 2016, (), 2016.
Journal Paper with Conference Talk
Veronika Solteszova, Åsmund Birkeland, Sergej Stoppel, Ivan Viola, Stefan Bruckner
Output-Sensitive Filtering of Streaming Volume Data
Computer Graphics Forum, 35(), 2016. [paper]
Journal Paper (without talk)
DF Malan, SJ van der Walt, Renata Raidou, B van den Berg, BC Stoel, CP Botha, RG Nelissen, ER Valstar
A fluoroscopy-based planning and guidance software tool for minimally invasive hip refixation by cement injection.
International journal of computer assisted radiology and surgery,, 11(2):281-296, 2016.
Journal Paper (without talk)
Haichao Miao, Gabriel Mistelbauer, Christian Nasel, Meister Eduard Gröller
Visual Quantification of the Circle of Willis: An Automated Identification and Standardized Representation
Computer Graphics Forum, (), 2016.
Journal Paper (without talk)
Renata Raidou, Hugo J. Kuijf, Neda Sepasian, Nicola Pezzotti, Willem H. Bouvy, Marcel Breeuwer, Anna Vilanova
Employing Visual Analytics to Aid the Design of White Matter Hyperintensity Classifiers.
Proceedings of International Conference on Medical Image Computing and Computer Assisted Intervention (MICCAI), (), 2016.
Journal Paper (without talk)
2015
Haichao Miao, Gabriel Mistelbauer, Christian Nasel, Meister Eduard Gröller
CoWRadar: Visual Quantification of the Circle of Willis in Stroke Patients
In EG Workshop on Visual Computing for Biology and Medicine, pages 1-10. September 2015.
[demo] [paper]
Conference Paper
Alexey Karimov, Gabriel Mistelbauer, Thomas Auzinger, Stefan Bruckner
Guided Volume Editing based on Histogram Dissimilarity
Computer Graphics Forum, 34(3):91-100, May 2015.
Journal Paper with Conference Talk
Renata Raidou, Uulke A van der Heide, Cuong V Dinh, Ghazaleh Ghobadi, Jesper Follsted Kallehauge, Marcel Breeuwer, Anna Vilanova
Visual analytics for the exploration of tumor tissue characterization
In Computer Graphics Forum, (), 2015.
Journal Paper with Conference Talk
2014
Florian Mistelbauer, Gabriel Mistelbauer, Meister Eduard Gröller
ActiveDICOM - Enhancing Static Medical Images with Interaction
Poster shown at Eurographics Workshop on Visual Computing for Biology and Medicine (2014-09-03-2014-09-05) In Posters at Eurographics Workshop on Visual Computing for Biology and Medicine. September 2014.
Poster
Åsmund Birkeland, Veronika Šoltészová, Dieter Hönigmann, Odd Helge Gilja, Svein Brekke, Timo Ropinski, Ivan Viola
The Ultrasound Visualization Pipeline
In Scientific Visualization, pages 283-303, September 2014 [paper]
Article in a Book
Markus Müller, Linn E. S. Helljesen, Raphael Prevost, Ivan Viola, Kim Nylund, Odd Helge Gilja, Nassir Navab, Wolfgang Wein
Deriving Anatomical Context from 4D Ultrasound
In Proceedings of EG VCBM14, pages 173-180. September 2014.
[Paper]
Conference Paper
Veronika Šoltészová, Åsmund Birkeland, Ivan Viola, Stefan Bruckner
Visibility-Driven Processing of Streaming Volume Data
In Proceedings of EG VCBM 2014, pages 127-136. September 2014.
[Media Player] [Paper]
Conference Paper
Renata Raidou, Uulke A van der Heide, PJ van Houdt, Marcel Breeuwer, Anna Vilanova
The iCoCooN:Integration of Cobweb Charts with Parallel Coordinates forVisual Analysis of DCE-MRI Modeling Variations
Eurographics Workshop on Visual Computing for Biology and Medicine , (), 2014.
Journal Paper with Conference Talk
Renata Raidou, Marta Paes Moreira, Wouter van Elmpt, Marcel Breeuwer, Anna Vilanova
Visual analytics for the exploration of multiparametric cancer imaging
In Visual Analytics Science and Technology (VAST), 2014 IEEE Conference on Visualization, (), 2014.
Journal Paper (without talk)
2013
Thomas Auzinger, Gabriel Mistelbauer, Ivan Baclija, Rüdiger Schernthaner, Arnold Köchl, Michael Wimmer, Meister Eduard Gröller, Stefan Bruckner
Vessel Visualization using Curved Surface Reformation
IEEE Transactions on Visualization and Computer Graphics (Proceedings of IEEE Scientific Visualization 2013), 19(12):2858-2867, December 2013. [Paper]
Journal Paper with Conference Talk
Gabriel Mistelbauer, Anca Morar, Andrej Varchola, Rüdiger Schernthaner, Ivan Baclija, Arnold Köchl, Armin Kanitsar, Stefan Bruckner, Meister Eduard Gröller
Vessel Visualization using Curvicircular Feature Aggregation
Computer Graphics Forum, 32(3):231-240, June 2013.
Journal Paper with Conference Talk
Alexey Karimov, Gabriel Mistelbauer, Johanna Schmidt, Peter Mindek, Elisabeth Schmidt, Timur Sharipov, Stefan Bruckner, Meister Eduard Gröller
ViviSection: Skeleton-based Volume Editing
Computer Graphics Forum, 32(3):461-470, June 2013.
Journal Paper with Conference Talk
Ivan Viola, Åsmund Birkeland, Veronika Šoltészová, Linn Helljesen, Helwig Hauser, Spiros Kotopoulis, Kim Nylund, Dag Magne Ulvang, Ola Kristoffer Øye, Trygve Hausken, Odd Helge Gilja
High-Quality 3D Visualization of In-Situ Ultrasonography
In EG 2013 - Dirk Bartz Prize, pages 1-4. May 2013.
[Paper]
Conference Paper
Åsmund Birkeland, Dag Magne Ulvang, Kim Nylund, Trygve Hausken, Odd Helge Gilja, Ivan Viola
Doppler-based 3D Blood Flow Imaging and Visualization
In SCCG 2013 - 29th Proceedings Spring conference on Computer Graphics, pages 128-135. May 2013.
[Paper]
Conference Paper
2012
Gabriel Mistelbauer, Hamed Bouzari, Rüdiger Schernthaner, Ivan Baclija, Arnold Köchl, Stefan Bruckner, Milos Srámek, Meister Eduard Gröller
Smart Super Views - A Knowledge-Assisted Interface for Medical Visualization
In IEEE Conference on Visual Analytics Science and Technology (IEEE VAST) 2012, pages 163-172. October 2012.
Conference Paper
Åsmund Birkeland, Stefan Bruckner, Andrea Brambilla, Ivan Viola
Illustrative Membrane Clipping
Computer Graphics Forum, 31(3):905-914, June 2012. [Paper]
Journal Paper with Conference Talk
Gabriel Mistelbauer, Andrej Varchola, Hamed Bouzari, Juraj Starinsky, Arnold Köchl, Rüdiger Schernthaner, Dominik Fleischmann, Meister Eduard Gröller, Milos Srámek
Centerline Reformations of Complex Vascular Structures
In Pacific Visualization Symposium (PacificVis), 2012 IEEE, pages 233-240. 2012.
Conference Paper
Steven Ford, Gabriel Kiss, Ivan Viola, Stefan Bruckner, Hans Torp
HeartPad: Real-Time Visual Guidance for Cardiac Ultrasound
In Proceedings of the Workshop at SIGGRAPH Asia 2012. 2012.
[Paper]
Conference Paper
2010
Jean-Paul Balabanian, Ivan Viola, Meister Eduard Gröller
Interactive Illustrative Visualization of Hierarchical Volume Data
In Proceedings of Graphics Interface 2010, pages 137-144. June 2010.
[Paper]
Conference Paper
Veronika Šoltészová, Daniel Patel, Stefan Bruckner, Ivan Viola
A Multidirectional Occlusion Shading Model for Direct Volume Rendering
Computer Graphics Forum, 29(3):883-891, June 2010. [Paper]
Journal Paper with Conference Talk
Stefan Bruckner, Peter Rautek, Ivan Viola, Mike Roberts, Mario Costa Sousa, Meister Eduard Gröller
Hybrid Visibility Compositing and Masking for Illustrative Rendering
Computers & Graphics, (34):361-369, 2010. [Preprint]
Journal Paper (without talk)
2008
Jean-Paul Balabanian, Martin Ystad, Ivan Viola, Arvid Lundervold, Helwig Hauser, Meister Eduard Gröller
Hierarchical Volume Visualization of Brain Anatomy
In VMV 2008, Vision, Modeling and Visualization, pages 313-322. October 2008.
[image] [paper]
Conference Paper
Marc Ruiz, Ivan Viola, Imma Boada, Stefan Bruckner, Miquel Feixas, Mateu Sbert
Similarity-based Exploded Views
In Proceedings of Smart Graphics 2008, pages 154-165. 2008.
[Paper]
Conference Paper
Marc Ruiz, Imma Boada, Ivan Viola, Stefan Bruckner, Miquel Feixas, Mateu Sbert
Obscurance-based Volume Rendering Framework
In Proceedings of Volume Graphics 2008. 2008.
[Paper]
Conference Paper
2007
Michael Burns, Martin Haidacher, Wolfgang Wein, Ivan Viola, Meister Eduard Gröller
Feature Emphasis and Contextual Cutaways for Multimodal Medical Visualization
In Proceedings of Eurographics / IEEE VGTC Symposium on Visualization (EuroVis 2007), pages 275-282. May 2007.
[paper]
Conference Paper
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