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Ultrasound Probe and Hand-Eye Calibrations for Robot-Assisted Needle Biopsy

In robot-assisted ultrasound-guided needle biopsy, it is essential to conduct calibration of the ultrasound probe and to perform hand-eye calibration of the robot in order to establish a link between intra-operatively acquired ultrasound images and robot-assisted needle insertion. Based on a high-pr...

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Autores principales: Liu, Jihao, Sun, Wenyuan, Zhao, Yuyun, Zheng, Guoyan
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9740029/
https://www.ncbi.nlm.nih.gov/pubmed/36502167
http://dx.doi.org/10.3390/s22239465
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author Liu, Jihao
Sun, Wenyuan
Zhao, Yuyun
Zheng, Guoyan
author_facet Liu, Jihao
Sun, Wenyuan
Zhao, Yuyun
Zheng, Guoyan
author_sort Liu, Jihao
collection PubMed
description In robot-assisted ultrasound-guided needle biopsy, it is essential to conduct calibration of the ultrasound probe and to perform hand-eye calibration of the robot in order to establish a link between intra-operatively acquired ultrasound images and robot-assisted needle insertion. Based on a high-precision optical tracking system, novel methods for ultrasound probe and robot hand-eye calibration are proposed. Specifically, we first fix optically trackable markers to the ultrasound probe and to the robot, respectively. We then design a five-wire phantom to calibrate the ultrasound probe. Finally, an effective method taking advantage of steady movement of the robot but without an additional calibration frame or the need to solve the [Formula: see text] equation is proposed for hand-eye calibration. After calibrations, our system allows for in situ definition of target lesions and aiming trajectories from intra-operatively acquired ultrasound images in order to align the robot for precise needle biopsy. Comprehensive experiments were conducted to evaluate accuracy of different components of our system as well as the overall system accuracy. Experiment results demonstrated the efficacy of the proposed methods.
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spelling pubmed-97400292022-12-11 Ultrasound Probe and Hand-Eye Calibrations for Robot-Assisted Needle Biopsy Liu, Jihao Sun, Wenyuan Zhao, Yuyun Zheng, Guoyan Sensors (Basel) Article In robot-assisted ultrasound-guided needle biopsy, it is essential to conduct calibration of the ultrasound probe and to perform hand-eye calibration of the robot in order to establish a link between intra-operatively acquired ultrasound images and robot-assisted needle insertion. Based on a high-precision optical tracking system, novel methods for ultrasound probe and robot hand-eye calibration are proposed. Specifically, we first fix optically trackable markers to the ultrasound probe and to the robot, respectively. We then design a five-wire phantom to calibrate the ultrasound probe. Finally, an effective method taking advantage of steady movement of the robot but without an additional calibration frame or the need to solve the [Formula: see text] equation is proposed for hand-eye calibration. After calibrations, our system allows for in situ definition of target lesions and aiming trajectories from intra-operatively acquired ultrasound images in order to align the robot for precise needle biopsy. Comprehensive experiments were conducted to evaluate accuracy of different components of our system as well as the overall system accuracy. Experiment results demonstrated the efficacy of the proposed methods. MDPI 2022-12-03 /pmc/articles/PMC9740029/ /pubmed/36502167 http://dx.doi.org/10.3390/s22239465 Text en © 2022 by the authors. https://creativecommons.org/licenses/by/4.0/Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (https://creativecommons.org/licenses/by/4.0/).
spellingShingle Article
Liu, Jihao
Sun, Wenyuan
Zhao, Yuyun
Zheng, Guoyan
Ultrasound Probe and Hand-Eye Calibrations for Robot-Assisted Needle Biopsy
title Ultrasound Probe and Hand-Eye Calibrations for Robot-Assisted Needle Biopsy
title_full Ultrasound Probe and Hand-Eye Calibrations for Robot-Assisted Needle Biopsy
title_fullStr Ultrasound Probe and Hand-Eye Calibrations for Robot-Assisted Needle Biopsy
title_full_unstemmed Ultrasound Probe and Hand-Eye Calibrations for Robot-Assisted Needle Biopsy
title_short Ultrasound Probe and Hand-Eye Calibrations for Robot-Assisted Needle Biopsy
title_sort ultrasound probe and hand-eye calibrations for robot-assisted needle biopsy
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9740029/
https://www.ncbi.nlm.nih.gov/pubmed/36502167
http://dx.doi.org/10.3390/s22239465
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