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Reattachable fiducial skin marker for automatic multimodality registration

PURPOSE: Fusing image information has become increasingly important for optimal diagnosis and treatment of the patient. Despite intensive research towards markerless registration approaches, fiducial marker-based methods remain the default choice for a wide range of applications in clinical practice...

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Autores principales: Mittmann, Benjamin J., Seitel, Alexander, Echner, Gernot, Johnen, Wiebke, Gnirs, Regula, Maier-Hein, Lena, Franz, Alfred M.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Springer International Publishing 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9515062/
https://www.ncbi.nlm.nih.gov/pubmed/35604488
http://dx.doi.org/10.1007/s11548-022-02639-7
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author Mittmann, Benjamin J.
Seitel, Alexander
Echner, Gernot
Johnen, Wiebke
Gnirs, Regula
Maier-Hein, Lena
Franz, Alfred M.
author_facet Mittmann, Benjamin J.
Seitel, Alexander
Echner, Gernot
Johnen, Wiebke
Gnirs, Regula
Maier-Hein, Lena
Franz, Alfred M.
author_sort Mittmann, Benjamin J.
collection PubMed
description PURPOSE: Fusing image information has become increasingly important for optimal diagnosis and treatment of the patient. Despite intensive research towards markerless registration approaches, fiducial marker-based methods remain the default choice for a wide range of applications in clinical practice. However, as especially non-invasive markers cannot be positioned reproducibly in the same pose on the patient, pre-interventional imaging has to be performed immediately before the intervention for fiducial marker-based registrations. METHODS: We propose a new non-invasive, reattachable fiducial skin marker concept for multi-modal registration approaches including the use of electromagnetic or optical tracking technologies. We furthermore describe a robust, automatic fiducial marker localization algorithm for computed tomography (CT) and magnetic resonance imaging (MRI) images. Localization of the new fiducial marker has been assessed for different marker configurations using both CT and MRI. Furthermore, we applied the marker in an abdominal phantom study. For this, we attached the marker at three poses to the phantom, registered ten segmented targets of the phantom’s CT image to live ultrasound images and determined the target registration error (TRE) for each target and each marker pose. RESULTS: Reattachment of the marker was possible with a mean precision of 0.02 mm ± 0.01 mm. Our algorithm successfully localized the marker automatically in all ([Formula: see text] ) evaluated CT/MRI images. Depending on the marker pose, the mean ([Formula: see text] ) TRE of the abdominal phantom study ranged from 1.51 ± 0.75 mm to 4.65 ± 1.22 mm. CONCLUSIONS: The non-invasive, reattachable skin marker concept allows reproducible positioning of the marker and automatic localization in different imaging modalities. The low TREs indicate the potential applicability of the marker concept for clinical interventions, such as the puncture of abdominal lesions, where current image-based registration approaches still lack robustness and existing marker-based methods are often impractical. SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.1007/s11548-022-02639-7.
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spelling pubmed-95150622022-09-29 Reattachable fiducial skin marker for automatic multimodality registration Mittmann, Benjamin J. Seitel, Alexander Echner, Gernot Johnen, Wiebke Gnirs, Regula Maier-Hein, Lena Franz, Alfred M. Int J Comput Assist Radiol Surg Original Article PURPOSE: Fusing image information has become increasingly important for optimal diagnosis and treatment of the patient. Despite intensive research towards markerless registration approaches, fiducial marker-based methods remain the default choice for a wide range of applications in clinical practice. However, as especially non-invasive markers cannot be positioned reproducibly in the same pose on the patient, pre-interventional imaging has to be performed immediately before the intervention for fiducial marker-based registrations. METHODS: We propose a new non-invasive, reattachable fiducial skin marker concept for multi-modal registration approaches including the use of electromagnetic or optical tracking technologies. We furthermore describe a robust, automatic fiducial marker localization algorithm for computed tomography (CT) and magnetic resonance imaging (MRI) images. Localization of the new fiducial marker has been assessed for different marker configurations using both CT and MRI. Furthermore, we applied the marker in an abdominal phantom study. For this, we attached the marker at three poses to the phantom, registered ten segmented targets of the phantom’s CT image to live ultrasound images and determined the target registration error (TRE) for each target and each marker pose. RESULTS: Reattachment of the marker was possible with a mean precision of 0.02 mm ± 0.01 mm. Our algorithm successfully localized the marker automatically in all ([Formula: see text] ) evaluated CT/MRI images. Depending on the marker pose, the mean ([Formula: see text] ) TRE of the abdominal phantom study ranged from 1.51 ± 0.75 mm to 4.65 ± 1.22 mm. CONCLUSIONS: The non-invasive, reattachable skin marker concept allows reproducible positioning of the marker and automatic localization in different imaging modalities. The low TREs indicate the potential applicability of the marker concept for clinical interventions, such as the puncture of abdominal lesions, where current image-based registration approaches still lack robustness and existing marker-based methods are often impractical. SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.1007/s11548-022-02639-7. Springer International Publishing 2022-05-23 2022 /pmc/articles/PMC9515062/ /pubmed/35604488 http://dx.doi.org/10.1007/s11548-022-02639-7 Text en © The Author(s) 2022 https://creativecommons.org/licenses/by/4.0/Open AccessThis article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons licence, and indicate if changes were made. The images or other third party material in this article are included in the article’s Creative Commons licence, unless indicated otherwise in a credit line to the material. If material is not included in the article’s Creative Commons licence and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this licence, visit http://creativecommons.org/licenses/by/4.0/ (https://creativecommons.org/licenses/by/4.0/) .
spellingShingle Original Article
Mittmann, Benjamin J.
Seitel, Alexander
Echner, Gernot
Johnen, Wiebke
Gnirs, Regula
Maier-Hein, Lena
Franz, Alfred M.
Reattachable fiducial skin marker for automatic multimodality registration
title Reattachable fiducial skin marker for automatic multimodality registration
title_full Reattachable fiducial skin marker for automatic multimodality registration
title_fullStr Reattachable fiducial skin marker for automatic multimodality registration
title_full_unstemmed Reattachable fiducial skin marker for automatic multimodality registration
title_short Reattachable fiducial skin marker for automatic multimodality registration
title_sort reattachable fiducial skin marker for automatic multimodality registration
topic Original Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9515062/
https://www.ncbi.nlm.nih.gov/pubmed/35604488
http://dx.doi.org/10.1007/s11548-022-02639-7
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