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Medical 3D Images in Multimodal Virtual Reality

Published: 05 March 2018 Publication History

Abstract

We present a multimodal medical 3D image system for radiologists in an virtual reality (VR) environment. Users can walk freely inside the virtual room and interact with the system using speech, going through patient records, and manipulate 3D image data with hand gestures. Medical images are retrieved from the hospital's Picture and Archiving System (PACS) and displayed as 3D objects inside VR. Our system incorporates a dialogue-based decision support system for treatments. A central supervised patient database provides input to our predictive model and allows us, first, to add new examination reports by a pen-based mobile application on-the-fly, and second, to get therapy prediction results in real-time. This demo includes a visualisation of real patient records, 3D DICOM radiology image data, and real-time therapy predictions in VR.

References

[1]
Tyler Ard, David M. Krum, Thai Phan, Dominique Duncan, Ryan Essex, Mark Bolas, and Arthur Toga. 2017. NIVR: Neuro Imaging in Virtual Reality. In Proceedings of Virtual Reality (VR), 2017 IEEE. IEEE, Los Angeles, CA, 465--466.
[2]
C. Esteban, O. Staeck, S. Baier, Y. Yang, and V. Tresp. 2016. Predicting Clinical Events by Combining Static and Dynamic Information Using Recurrent Neural Networks. In 2016 IEEE International Conference on Healthcare Informatics (ICHI). 93--101.
[3]
Andreas Luxenburger, Alexander Prange, Mohammad Mehdi Moniri, and Daniel Sonntag. 2016. MedicaLVR: Towards Medical Remote Collaboration Using Virtual Reality. In Proceedings of the 2016 ACM UbiComp: Adjunct (UbiComp '16). ACM, New York, NY, USA, 321--324.
[4]
Robert Nesselrath. 2015. SiAM-dp: An open development platform for massively multimodal dialogue systems in cyber-physical environments. Ph.D. Dissertation. Universität des Saarlandes, Postfach 151141, 66041 Saarbrücken.
[5]
Daniel Sonntag, Volker Tresp, Sonja Zillner, Alexander Cavallaro, Matthias Hammon, André Reis, Peter A. Fasching, Martin Sedlmayr, Thomas Ganslandt, Hans-Ulrich Prokosch, Klemens Budde, Danilo Schmidt, Carl Hinrichs, Thomas Wittenberg, Philipp Daumke, and Patricia G. Oppelt. 2016. The Clinical Data Intelligence Project. Informatik-Spektrum 39, 4 (2016), 290--300.
[6]
Daniel Sonntag, Markus Weber, Alexander Cavallaro, and Matthias Hammon. 2014. Integrating Digital Pens in Breast Imaging for Instant Knowledge Acquisition. AI Magazine 35, 1 (2014), 26--37.
[7]
Daniel Sonntag, Pinar Wennerberg, Paul Buitelaar, and Sonja Zillner. 2009. Pillars of Ontology Treatment in the Medical Domain. J. Cases on Inf. Techn. 11, 4 (2009), 47--73.

Cited By

View all
  • (2024)A Multiuser, Multisite, and Platform-Independent On-the-Cloud Framework for Interactive Immersion in Holographic XRApplied Sciences10.3390/app1405207014:5(2070)Online publication date: 1-Mar-2024
  • (2023)Mixed Reality Interaction TechniquesSpringer Handbook of Augmented Reality10.1007/978-3-030-67822-7_5(109-129)Online publication date: 1-Jan-2023
  • (2022)Multimodality in VR: A SurveyACM Computing Surveys10.1145/350836154:10s(1-36)Online publication date: 13-Sep-2022
  • Show More Cited By

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Information & Contributors

Information

Published In

cover image ACM Conferences
IUI '18 Companion: Companion Proceedings of the 23rd International Conference on Intelligent User Interfaces
March 2018
141 pages
ISBN:9781450355711
DOI:10.1145/3180308
Permission to make digital or hard copies of part or all of this work for personal or classroom use is granted without fee provided that copies are not made or distributed for profit or commercial advantage and that copies bear this notice and the full citation on the first page. Copyrights for third-party components of this work must be honored. For all other uses, contact the Owner/Author.

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Association for Computing Machinery

New York, NY, United States

Publication History

Published: 05 March 2018

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Author Tags

  1. 3D images
  2. decision support
  3. hand and pen gestures
  4. multimodality
  5. position sensor
  6. radiology
  7. speech
  8. virtual reality

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  • Demonstration
  • Research
  • Refereed limited

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IUI'18
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Acceptance Rates

IUI '18 Companion Paper Acceptance Rate 63 of 127 submissions, 50%;
Overall Acceptance Rate 746 of 2,811 submissions, 27%

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IUI '25

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Cited By

View all
  • (2024)A Multiuser, Multisite, and Platform-Independent On-the-Cloud Framework for Interactive Immersion in Holographic XRApplied Sciences10.3390/app1405207014:5(2070)Online publication date: 1-Mar-2024
  • (2023)Mixed Reality Interaction TechniquesSpringer Handbook of Augmented Reality10.1007/978-3-030-67822-7_5(109-129)Online publication date: 1-Jan-2023
  • (2022)Multimodality in VR: A SurveyACM Computing Surveys10.1145/350836154:10s(1-36)Online publication date: 13-Sep-2022
  • (2021)Virtual Reality in Radiology: A Systematic Mapping StudyProceedings of the 23rd Symposium on Virtual and Augmented Reality10.1145/3488162.3488224(177-181)Online publication date: 18-Oct-2021
  • (2021)Künstliche Intelligenz in der Medizin und Gynäkologie – Holzweg oder Heilversprechen?Artificial intelligence in medicine and gynecology—the wrong track or promise of cure?Der Gynäkologe10.1007/s00129-021-04808-254:7(476-482)Online publication date: 6-May-2021
  • (2021)A Demonstrator for Interactive Image Clustering and Fine-Tuning Neural Networks in Virtual RealityKI 2021: Advances in Artificial Intelligence10.1007/978-3-030-87626-5_14(194-203)Online publication date: 27-Sep-2021
  • (2020)Mixed Reality Interaction and Presentation Techniques for Medical VisualisationsBiomedical Visualisation10.1007/978-3-030-47483-6_7(123-139)Online publication date: 20-Nov-2020
  • (2019)Medical and health systemsThe Handbook of Multimodal-Multisensor Interfaces10.1145/3233795.3233808(423-476)Online publication date: 1-Jul-2019
  • (2019)Künstliche Intelligenz in der Medizin – Holzweg oder Heilversprechen?Artificial intelligence in medicine—the wrong track or promise of cure?HNO10.1007/s00106-019-0665-z67:5(343-349)Online publication date: 24-Apr-2019

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