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Erschienen in: Journal of Digital Imaging 6/2012

01.12.2012

Interactive Visualization and Analysis of Multimodal Datasets for Surgical Applications

verfasst von: Can Kirmizibayrak, Yeny Yim, Mike Wakid, James Hahn

Erschienen in: Journal of Imaging Informatics in Medicine | Ausgabe 6/2012

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Abstract

Surgeons use information from multiple sources when making surgical decisions. These include volumetric datasets (such as CT, PET, MRI, and their variants), 2D datasets (such as endoscopic videos), and vector-valued datasets (such as computer simulations). Presenting all the information to the user in an effective manner is a challenging problem. In this paper, we present a visualization approach that displays the information from various sources in a single coherent view. The system allows the user to explore and manipulate volumetric datasets, display analysis of dataset values in local regions, combine 2D and 3D imaging modalities and display results of vector-based computer simulations. Several interaction methods are discussed: in addition to traditional interfaces including mouse and trackers, gesture-based natural interaction methods are shown to control these visualizations with real-time performance. An example of a medical application (medialization laryngoplasty) is presented to demonstrate how the combination of different modalities can be used in a surgical setting with our approach.
Literatur
1.
Zurück zum Zitat Correa CD: Visualizing what lies inside. SIGGRAPH Comput Graph 43(2):1–6, 2009CrossRef Correa CD: Visualizing what lies inside. SIGGRAPH Comput Graph 43(2):1–6, 2009CrossRef
2.
Zurück zum Zitat Luo H, Mittal R, Zheng X, Bielamowicz S, Walsh R, Hahn J: An immersed-boundary method for flow–structure interaction in biological systems with application to phonation. J Comput Phys 227(22):9303–9332, 2008PubMedCrossRef Luo H, Mittal R, Zheng X, Bielamowicz S, Walsh R, Hahn J: An immersed-boundary method for flow–structure interaction in biological systems with application to phonation. J Comput Phys 227(22):9303–9332, 2008PubMedCrossRef
3.
Zurück zum Zitat Perrin DP, Vasilyev NV, Novotny P, Stoll J, Howe RD, Dupont PE, et al: Image guided surgical interventions. Curr Probl Surg 46(9):730–766, 2009PubMedCrossRef Perrin DP, Vasilyev NV, Novotny P, Stoll J, Howe RD, Dupont PE, et al: Image guided surgical interventions. Curr Probl Surg 46(9):730–766, 2009PubMedCrossRef
4.
Zurück zum Zitat Peters TM, Cleary K: Image-guided interventions: technology and applications. Springer, New York, 2008CrossRef Peters TM, Cleary K: Image-guided interventions: technology and applications. Springer, New York, 2008CrossRef
5.
Zurück zum Zitat Peters TM: Image-guidance for surgical procedures. Phys Med Biol 14:R505, 2006CrossRef Peters TM: Image-guidance for surgical procedures. Phys Med Biol 14:R505, 2006CrossRef
6.
Zurück zum Zitat Kruger J, Schneider J, Westermann R: ClearView: an interactive context preserving hotspot visualization technique. IEEE Trans Visual Comput Graph 12(5):941–948, 2006CrossRef Kruger J, Schneider J, Westermann R: ClearView: an interactive context preserving hotspot visualization technique. IEEE Trans Visual Comput Graph 12(5):941–948, 2006CrossRef
7.
Zurück zum Zitat Svakhine N, Ebert DS, Stredney D: Illustration motifs for effective medical volume illustration. IEEE Comput Graph Appl 25(3):31–39, 2005PubMedCrossRef Svakhine N, Ebert DS, Stredney D: Illustration motifs for effective medical volume illustration. IEEE Comput Graph Appl 25(3):31–39, 2005PubMedCrossRef
8.
Zurück zum Zitat Bier EA, Stone MC, Pier K, Buxton W and DeRose TD: Toolglass and magic lenses: The see-through interface. In: Proceedings of the 20th annual conference on Computer graphics and interactive techniques, Anaheim, CA, 1993, pp 73–80 Bier EA, Stone MC, Pier K, Buxton W and DeRose TD: Toolglass and magic lenses: The see-through interface. In: Proceedings of the 20th annual conference on Computer graphics and interactive techniques, Anaheim, CA, 1993, pp 73–80
9.
Zurück zum Zitat Wang L, Zhao Y, Mueller K and Kaufman A: The magic volume lens: an interactive focus+context technique for volume rendering. pp 367–374 Wang L, Zhao Y, Mueller K and Kaufman A: The magic volume lens: an interactive focus+context technique for volume rendering. pp 367–374
10.
Zurück zum Zitat Viega J, Conway MJ, Williams G and Pausch R: 3D magic lenses. In: Proceedings of the 9th annual ACM symposium on User interface software and technology, Seattle, Washington, United States, 1996 Viega J, Conway MJ, Williams G and Pausch R: 3D magic lenses. In: Proceedings of the 9th annual ACM symposium on User interface software and technology, Seattle, Washington, United States, 1996
11.
Zurück zum Zitat Bruckner S and Gröller ME: VolumeShop: an interactive system for direct volume illustration. In: IEEE Visualization, 2005, pp 671–678 Bruckner S and Gröller ME: VolumeShop: an interactive system for direct volume illustration. In: IEEE Visualization, 2005, pp 671–678
12.
Zurück zum Zitat Burger K, Kruger J, Westermann R: Direct Volume Editing. IEEE Trans Visual Comput Graph 14(6):1388–1395, 2008CrossRef Burger K, Kruger J, Westermann R: Direct Volume Editing. IEEE Trans Visual Comput Graph 14(6):1388–1395, 2008CrossRef
13.
Zurück zum Zitat Kirmizibayrak C: Interactive volume visualization and editing methods for surgical applications. Ph.D. Dissertation, Department of Computer Science, The George Washington University, Washington, DC, 2011 Kirmizibayrak C: Interactive volume visualization and editing methods for surgical applications. Ph.D. Dissertation, Department of Computer Science, The George Washington University, Washington, DC, 2011
14.
Zurück zum Zitat Zhang Z: Iterative point matching for registration of free-form curves and surfaces. Int J Comput Vision 13(2):119–152, 1994CrossRef Zhang Z: Iterative point matching for registration of free-form curves and surfaces. Int J Comput Vision 13(2):119–152, 1994CrossRef
15.
Zurück zum Zitat Gerasimov P, Fernando R and Green S: Shader Model 3.0: using vertex textures, white paper DA-01373-001_v00, NVIDIA, 2004 Gerasimov P, Fernando R and Green S: Shader Model 3.0: using vertex textures, white paper DA-01373-001_v00, NVIDIA, 2004
16.
Zurück zum Zitat Scheuermann T and Hensley: Efficient histogram generation using scattering on GPUs. In: Proceedings of the 2007 symposium on Interactive 3D graphics and games, Seattle, Washington, 2007, pp 33–37 Scheuermann T and Hensley: Efficient histogram generation using scattering on GPUs. In: Proceedings of the 2007 symposium on Interactive 3D graphics and games, Seattle, Washington, 2007, pp 33–37
17.
Zurück zum Zitat Li W, Fan Z, Wei X and Kaufman A: GPU-Based flow simulation with complex boundaries. GPU Gems II, 2003 Li W, Fan Z, Wei X and Kaufman A: GPU-Based flow simulation with complex boundaries. GPU Gems II, 2003
18.
Zurück zum Zitat Yim Y, Wakid M, Kirmizibayrak C, Bielamowicz S and Hahn JK: Registration of 3D CT data to 2D endoscopic image using a gradient mutual information based viewpoint matching for image-guided Medialization Laryngoplasty, JCSE 4(4):368–387, 2010 Yim Y, Wakid M, Kirmizibayrak C, Bielamowicz S and Hahn JK: Registration of 3D CT data to 2D endoscopic image using a gradient mutual information based viewpoint matching for image-guided Medialization Laryngoplasty, JCSE 4(4):368–387, 2010
19.
Zurück zum Zitat Studholme C, Hill DLG, Hawkes DJ: An overlap invariant entropy measure of 3D medical image alignment. Pattern Recogn 32(1):71–86, 1999CrossRef Studholme C, Hill DLG, Hawkes DJ: An overlap invariant entropy measure of 3D medical image alignment. Pattern Recogn 32(1):71–86, 1999CrossRef
20.
Zurück zum Zitat Johnson R, O’Hara K, Sellen A, Cousins C and Criminisi A: Exploring the potential for touchless interaction in image-guided interventional radiology. In: Proceedings of the 2011 annual conference on Human factors in computing systems, Vancouver, BC, Canada, 2011, pp 3323–3332 Johnson R, O’Hara K, Sellen A, Cousins C and Criminisi A: Exploring the potential for touchless interaction in image-guided interventional radiology. In: Proceedings of the 2011 annual conference on Human factors in computing systems, Vancouver, BC, Canada, 2011, pp 3323–3332
21.
Zurück zum Zitat Kirmizibayrak C, Radeva N, Wakid M, Philbeck J, Sibert J and Hahn J: Evaluation of gesture based interfaces for medical volume visualization tasks. In: Proceedings of the 10th International Conference on Virtual Reality Continuum and Its Applications in Industry, Hong Kong, China, 2011, pp 69–74 Kirmizibayrak C, Radeva N, Wakid M, Philbeck J, Sibert J and Hahn J: Evaluation of gesture based interfaces for medical volume visualization tasks. In: Proceedings of the 10th International Conference on Virtual Reality Continuum and Its Applications in Industry, Hong Kong, China, 2011, pp 69–74
22.
Zurück zum Zitat Helferty JP, Sherbondy AJ, Kiraly AP, Higgins WE: Computer-based system for the virtual-endoscopic guidance of bronchoscopy. Comp Vis Image Understand 108(1–2):171–187, 2007CrossRef Helferty JP, Sherbondy AJ, Kiraly AP, Higgins WE: Computer-based system for the virtual-endoscopic guidance of bronchoscopy. Comp Vis Image Understand 108(1–2):171–187, 2007CrossRef
24.
Zurück zum Zitat Jin G, Baek N, Hahn JK, Bielamowicz S, Mittal R, Walsh R: Image guided medialization laryngoplasty. Computer Animation and Virtual Worlds 20(1):67–77, 2009PubMedCrossRef Jin G, Baek N, Hahn JK, Bielamowicz S, Mittal R, Walsh R: Image guided medialization laryngoplasty. Computer Animation and Virtual Worlds 20(1):67–77, 2009PubMedCrossRef
25.
Zurück zum Zitat Bielamowicz S: Perspectives on medialization laryngoplasty. Otolaryngolog Clin North America 37(1):139, 2004CrossRef Bielamowicz S: Perspectives on medialization laryngoplasty. Otolaryngolog Clin North America 37(1):139, 2004CrossRef
26.
Zurück zum Zitat Luo H, Mittal R and Bielamowicz SA: Analysis of flow-structure interaction in the larynx during phonation using an immersed-boundary method. J Acoust Soc Am vol. 126:no. 2, 2009 Luo H, Mittal R and Bielamowicz SA: Analysis of flow-structure interaction in the larynx during phonation using an immersed-boundary method. J Acoust Soc Am vol. 126:no. 2, 2009
Metadaten
Titel
Interactive Visualization and Analysis of Multimodal Datasets for Surgical Applications
verfasst von
Can Kirmizibayrak
Yeny Yim
Mike Wakid
James Hahn
Publikationsdatum
01.12.2012
Verlag
Springer-Verlag
Erschienen in
Journal of Imaging Informatics in Medicine / Ausgabe 6/2012
Print ISSN: 2948-2925
Elektronische ISSN: 2948-2933
DOI
https://doi.org/10.1007/s10278-012-9461-y

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