<div class="csl-bib-body">
<div class="csl-entry">Gillmann, C., Smit, N. N., Gröller, E., Preim, B., Vilanova, A., & Wischgoll, T. (2021). Ten Open Challenges in Medical Visualization. <i>IEEE Computer Graphics and Applications</i>, <i>41</i>(5), 7–15. https://doi.org/10.1109/mcg.2021.3094858</div>
</div>
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dc.identifier.issn
0272-1716
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dc.identifier.uri
http://hdl.handle.net/20.500.12708/138579
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dc.description.abstract
The medical domain has been an inspiring application area in visualization research for many years already, but many open challenges remain. The driving forces of medical visualization research have been strengthened by novel developments, for example, in deep learning, the advent of affordable VR technology, and the need to provide medical visualizations for broader audiences. At IEEE VIS 2020, we hosted an Application Spotlight session to highlight recent medical visualization research topics. With this article, we provide the visualization community with ten such open challenges, primarily focused on challenges related to the visualization of medical imaging data. We first describe the unique nature of medical data in terms of data preparation, access, and standardization. Subsequently, we cover open visualization research challenges related to uncertainty, multimodal and multiscale approaches, and evaluation. Finally, we emphasize challenges related to users focusing on explainable AI, immersive visualization, P4 medicine, and narrative visualization.
en
dc.language.iso
en
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dc.publisher
IEEE COMPUTER SOC
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dc.relation.ispartof
IEEE Computer Graphics and Applications
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dc.subject
Software
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dc.subject
Computer Graphics and Computer-Aided Design
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dc.title
Ten Open Challenges in Medical Visualization
en
dc.type
Artikel
de
dc.type
Article
en
dc.description.startpage
7
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dc.description.endpage
15
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dc.type.category
Original Research Article
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tuw.container.volume
41
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tuw.container.issue
5
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tuw.journal.peerreviewed
true
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tuw.peerreviewed
true
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tuw.researchTopic.id
I5
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Visual Computing and Human-Centered Technology
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100
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dcterms.isPartOf.title
IEEE Computer Graphics and Applications
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tuw.publication.orgunit
E193-02 - Forschungsbereich Computer Graphics
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tuw.publisher.doi
10.1109/mcg.2021.3094858
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dc.identifier.eissn
1558-1756
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dc.description.numberOfPages
9
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tuw.author.orcid
0000-0001-6684-5071
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tuw.author.orcid
0000-0002-3719-4625
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tuw.author.orcid
0000-0003-0000-3909
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wb.sci
true
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wb.sciencebranch
Informatik
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wb.sciencebranch.oefos
1020
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wb.facultyfocus
Visual Computing and Human-Centered Technology (VC + HCT)
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wb.facultyfocus
Visual Computing and Human-Centered Technology (VC + HCT)
en
wb.facultyfocus.faculty
E180
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http://purl.org/coar/resource_type/c_2df8fbb1
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restricted
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en
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research article
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item.fulltext
no Fulltext
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Publications
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crisitem.author.dept
Haukeland University Hospital, Norway
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crisitem.author.dept
E193-02 - Forschungsbereich Computer Graphics
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crisitem.author.orcid
0000-0002-8569-4149
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crisitem.author.parentorg
E193 - Institut für Visual Computing and Human-Centered Technology