Joint Multiresolution and Background Detection Reconstruction for Magnetic Particle Imaging

Christine Droigk; Marco Maass; Corbinian Englisch; Alfred Mertins

doi:10.1007/978-3-658-25326-4_35

Joint Multiresolution and Background Detection Reconstruction for Magnetic Particle Imaging

Christine Droigk^*, Marco Maass, Corbinian Englisch, Alfred Mertins

^*Korrespondierende/r Autor/-in für diese Arbeit

Institut für Signalverarbeitung

Abstract

Magnetic particle imaging is a tracer-based medical imaging technology that is quite promising for the task of imaging vessel structures or blood flows. From this possible application it can be deduced that significant areas of the image domain are related to background, because the tracer material is only inside the vessels and not in the surrounding tissue. From this fact alone it seems promising to detect the background of the image in early stages of the reconstruction process. This paper proposes a multiresolution and segmentation based reconstruction, where the background is detected on a coarse level of the reconstruction with only few degrees of freedom by a Gaussian-mixture model and transferred to finer reconstruction levels.

Originalsprache	Englisch
Titel	Bildverarbeitung für die Medizin 2019
Redakteure/-innen	Heinz Handels, Thomas M. Deserno, Andreas Maier, Klaus Hermann Maier-Hein, Christoph Palm, Thomas Tolxdorff
Seitenumfang	6
Herausgeber (Verlag)	Springer Vieweg, Wiesbaden
Erscheinungsdatum	07.02.2019
Seiten	165-170
ISBN (Print)	978-3-658-25325-7
ISBN (elektronisch)	978-3-658-25326-4
DOIs	https://doi.org/10.1007/978-3-658-25326-4_35
Publikationsstatus	Veröffentlicht - 07.02.2019
Veranstaltung	Workshop on Bildverarbeitung fur die Medizin 2019 - Lübeck, Deutschland Dauer: 17.03.2019 → 19.03.2019 Konferenznummer: 224899

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10.1007/978-3-658-25326-4_35

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Droigk, C., Maass, M., Englisch, C., & Mertins, A. (2019). Joint Multiresolution and Background Detection Reconstruction for Magnetic Particle Imaging. in H. Handels, T. M. Deserno, A. Maier, K. Hermann Maier-Hein, C. Palm, & T. Tolxdorff (Hrsg.), Bildverarbeitung für die Medizin 2019 (S. 165-170). (Informatik aktuell ). Springer Vieweg, Wiesbaden. https://doi.org/10.1007/978-3-658-25326-4_35

Droigk, Christine ; Maass, Marco ; Englisch, Corbinian et al. / Joint Multiresolution and Background Detection Reconstruction for Magnetic Particle Imaging. Bildverarbeitung für die Medizin 2019 . Hrsg. / Heinz Handels ; Thomas M. Deserno ; Andreas Maier ; Klaus Hermann Maier-Hein ; Christoph Palm ; Thomas Tolxdorff. Springer Vieweg, Wiesbaden, 2019. S. 165-170 (Informatik aktuell ).

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title = "Joint Multiresolution and Background Detection Reconstruction for Magnetic Particle Imaging",

abstract = "Magnetic particle imaging is a tracer-based medical imaging technology that is quite promising for the task of imaging vessel structures or blood flows. From this possible application it can be deduced that significant areas of the image domain are related to background, because the tracer material is only inside the vessels and not in the surrounding tissue. From this fact alone it seems promising to detect the background of the image in early stages of the reconstruction process. This paper proposes a multiresolution and segmentation based reconstruction, where the background is detected on a coarse level of the reconstruction with only few degrees of freedom by a Gaussian-mixture model and transferred to finer reconstruction levels.",

author = "Christine Droigk and Marco Maass and Corbinian Englisch and Alfred Mertins",

note = "Funding Information: Acknowledgement. This work was supported by the German Research Foundation under grant number ME 1170/7-1. Publisher Copyright: {\textcopyright} 2019, Springer Berlin Heidelberg. All rights reserved. Copyright: Copyright 2019 Elsevier B.V., All rights reserved.; Workshop on Bildverarbeitung fur die Medizin 2019 ; Conference date: 17-03-2019 Through 19-03-2019",

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doi = "10.1007/978-3-658-25326-4_35",

language = "English",

isbn = "978-3-658-25325-7",

series = "Informatik aktuell ",

publisher = "Springer Vieweg, Wiesbaden",

pages = "165--170",

editor = "Handels, {Heinz } and {M. Deserno}, {Thomas } and Maier, {Andreas } and {Hermann Maier-Hein}, {Klaus } and Palm, {Christoph } and Tolxdorff, {Thomas }",

booktitle = "Bildverarbeitung f{\"u}r die Medizin 2019",

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Droigk, C , Maass, M, Englisch, C & Mertins, A 2019, Joint Multiresolution and Background Detection Reconstruction for Magnetic Particle Imaging. in H Handels, T M. Deserno, A Maier, K Hermann Maier-Hein, C Palm & T Tolxdorff (Hrsg.), Bildverarbeitung für die Medizin 2019 . Informatik aktuell , Springer Vieweg, Wiesbaden, S. 165-170, Workshop on Bildverarbeitung fur die Medizin 2019 , Lübeck, Schleswig-Holstein, Deutschland, 17.03.19. https://doi.org/10.1007/978-3-658-25326-4_35

Joint Multiresolution and Background Detection Reconstruction for Magnetic Particle Imaging. / Droigk, Christine ; Maass, Marco; Englisch, Corbinian et al.
Bildverarbeitung für die Medizin 2019 . Hrsg. / Heinz Handels; Thomas M. Deserno; Andreas Maier; Klaus Hermann Maier-Hein; Christoph Palm; Thomas Tolxdorff. Springer Vieweg, Wiesbaden, 2019. S. 165-170 (Informatik aktuell ).

Publikation: Kapitel in Büchern/Berichten/Konferenzbänden › Konferenzbeitrag › Begutachtung

TY - GEN

T1 - Joint Multiresolution and Background Detection Reconstruction for Magnetic Particle Imaging

AU - Droigk, Christine

AU - Maass, Marco

AU - Englisch, Corbinian

AU - Mertins, Alfred

N1 - Conference code: 224899

PY - 2019/2/7

Y1 - 2019/2/7

N2 - Magnetic particle imaging is a tracer-based medical imaging technology that is quite promising for the task of imaging vessel structures or blood flows. From this possible application it can be deduced that significant areas of the image domain are related to background, because the tracer material is only inside the vessels and not in the surrounding tissue. From this fact alone it seems promising to detect the background of the image in early stages of the reconstruction process. This paper proposes a multiresolution and segmentation based reconstruction, where the background is detected on a coarse level of the reconstruction with only few degrees of freedom by a Gaussian-mixture model and transferred to finer reconstruction levels.

AB - Magnetic particle imaging is a tracer-based medical imaging technology that is quite promising for the task of imaging vessel structures or blood flows. From this possible application it can be deduced that significant areas of the image domain are related to background, because the tracer material is only inside the vessels and not in the surrounding tissue. From this fact alone it seems promising to detect the background of the image in early stages of the reconstruction process. This paper proposes a multiresolution and segmentation based reconstruction, where the background is detected on a coarse level of the reconstruction with only few degrees of freedom by a Gaussian-mixture model and transferred to finer reconstruction levels.

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DO - 10.1007/978-3-658-25326-4_35

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SN - 978-3-658-25325-7

T3 - Informatik aktuell

SP - 165

EP - 170

BT - Bildverarbeitung für die Medizin 2019

A2 - Handels, Heinz

A2 - M. Deserno, Thomas

A2 - Maier, Andreas

A2 - Hermann Maier-Hein, Klaus

A2 - Palm, Christoph

A2 - Tolxdorff, Thomas

PB - Springer Vieweg, Wiesbaden

T2 - Workshop on Bildverarbeitung fur die Medizin 2019

Y2 - 17 March 2019 through 19 March 2019

ER -

Joint Multiresolution and Background Detection Reconstruction for Magnetic Particle Imaging

Abstract

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