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Cardiac radiomics: An interactive approach for 4D data exploration

: Tautz, L.; Zhang, H.; Hüllebrand, M.; Ivantsits, M.; Kelle, S.; Kuehne, T.; Falk, V.; Hennemuth, A.

Volltext ()

Current directions in biomedical engineering 6 (2020), Nr.1, Art. 20200008, 6 S.
ISSN: 2364-5504
Bundesministerium für Bildung und Forschung BMBF (Deutschland)
01IS18037E; Berlin Institute for the Foundations of Learning and Data
Zeitschriftenaufsatz, Elektronische Publikation
Fraunhofer MEVIS ()

Cardiac diseases manifest in a multitude of interconnected changes in morphology and dynamics. Radiomics approaches are a promising technique to analyze such changes directly from image data. We propose novel features to specifically describe moving cardiac structures, and an interactive 4D visualization method to explore such data. Prototypical tests with an open data set containing different diseases show that our approach can be a fast and useful tool for the 4D analysis of heterogeneous cohort data.