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MRI Distortion Correction and Robot-to-MRI Scanner Registration for an MRI-Guided Robotic System

Magnetic resonance imaging (MRI) guided robotic procedures require safe robotic instrument navigation and precise target localization. This depends on reliable tracking of the instrument from MR images, which requires accurate registration of the robot to the scanner. A novel differential image base...

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Autores principales: TUNA, E. ERDEM, POIROT, NATE LOMBARD, FRANSON, DOMINIQUE, BAYONA, JUANA BARRERA, HUANG, SHERRY, SEIBERLICH, NICOLE, GRISWOLD, MARK A., CAVUSOGLU, M. CENK
Formato: Online Artículo Texto
Lenguaje:English
Publicado: 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10085576/
https://www.ncbi.nlm.nih.gov/pubmed/37041984
http://dx.doi.org/10.1109/access.2022.3207156
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author TUNA, E. ERDEM
POIROT, NATE LOMBARD
FRANSON, DOMINIQUE
BAYONA, JUANA BARRERA
HUANG, SHERRY
SEIBERLICH, NICOLE
GRISWOLD, MARK A.
CAVUSOGLU, M. CENK
author_facet TUNA, E. ERDEM
POIROT, NATE LOMBARD
FRANSON, DOMINIQUE
BAYONA, JUANA BARRERA
HUANG, SHERRY
SEIBERLICH, NICOLE
GRISWOLD, MARK A.
CAVUSOGLU, M. CENK
author_sort TUNA, E. ERDEM
collection PubMed
description Magnetic resonance imaging (MRI) guided robotic procedures require safe robotic instrument navigation and precise target localization. This depends on reliable tracking of the instrument from MR images, which requires accurate registration of the robot to the scanner. A novel differential image based robot-to-MRI scanner registration approach is proposed that utilizes a set of active fiducial coils, where background subtraction method is employed for coil detection. In order to use the presented preoperative registration approach jointly with the real-time high speed MRI image acquisition and reconstruction methods in real-time interventional procedures, the effects of the geometric MRI distortion in robot to scanner registration is analyzed using a custom distortion mapping algorithm. The proposed approach is validated by a set of target coils placed within the workspace, employing multi-planar capabilities of the scanner. Registration and validation errors are respectively 2.05 mm and 2.63 mm after the distortion correction showing an improvement of respectively 1.08 mm and 0.14 mm compared to the results without distortion correction.
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spelling pubmed-100855762023-04-10 MRI Distortion Correction and Robot-to-MRI Scanner Registration for an MRI-Guided Robotic System TUNA, E. ERDEM POIROT, NATE LOMBARD FRANSON, DOMINIQUE BAYONA, JUANA BARRERA HUANG, SHERRY SEIBERLICH, NICOLE GRISWOLD, MARK A. CAVUSOGLU, M. CENK IEEE Access Article Magnetic resonance imaging (MRI) guided robotic procedures require safe robotic instrument navigation and precise target localization. This depends on reliable tracking of the instrument from MR images, which requires accurate registration of the robot to the scanner. A novel differential image based robot-to-MRI scanner registration approach is proposed that utilizes a set of active fiducial coils, where background subtraction method is employed for coil detection. In order to use the presented preoperative registration approach jointly with the real-time high speed MRI image acquisition and reconstruction methods in real-time interventional procedures, the effects of the geometric MRI distortion in robot to scanner registration is analyzed using a custom distortion mapping algorithm. The proposed approach is validated by a set of target coils placed within the workspace, employing multi-planar capabilities of the scanner. Registration and validation errors are respectively 2.05 mm and 2.63 mm after the distortion correction showing an improvement of respectively 1.08 mm and 0.14 mm compared to the results without distortion correction. 2022 2022-09-16 /pmc/articles/PMC10085576/ /pubmed/37041984 http://dx.doi.org/10.1109/access.2022.3207156 Text en https://creativecommons.org/licenses/by-nc-nd/4.0/This work is licensed under a Creative Commons Attribution-NonCommercial-NoDerivatives 4.0 License. For more information, see https://creativecommons.org/licenses/by-nc-nd/4.0/
spellingShingle Article
TUNA, E. ERDEM
POIROT, NATE LOMBARD
FRANSON, DOMINIQUE
BAYONA, JUANA BARRERA
HUANG, SHERRY
SEIBERLICH, NICOLE
GRISWOLD, MARK A.
CAVUSOGLU, M. CENK
MRI Distortion Correction and Robot-to-MRI Scanner Registration for an MRI-Guided Robotic System
title MRI Distortion Correction and Robot-to-MRI Scanner Registration for an MRI-Guided Robotic System
title_full MRI Distortion Correction and Robot-to-MRI Scanner Registration for an MRI-Guided Robotic System
title_fullStr MRI Distortion Correction and Robot-to-MRI Scanner Registration for an MRI-Guided Robotic System
title_full_unstemmed MRI Distortion Correction and Robot-to-MRI Scanner Registration for an MRI-Guided Robotic System
title_short MRI Distortion Correction and Robot-to-MRI Scanner Registration for an MRI-Guided Robotic System
title_sort mri distortion correction and robot-to-mri scanner registration for an mri-guided robotic system
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10085576/
https://www.ncbi.nlm.nih.gov/pubmed/37041984
http://dx.doi.org/10.1109/access.2022.3207156
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