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Hybrid control algorithm for flexible needle steering: Demonstration in phantom and human cadaver

Needles are commonly used in the clinic for percutaneous procedures. The outcome of such procedures heavily depends on accurate placement of the needle. There are two main challenges to achieve high accuracy: First, aligning the needle with the targeted lesion, and second, compensating for the defle...

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Autores principales: Shahriari, Navid, Georgiadis, Janniko R., Oudkerk, Matthijs, Misra, Sarthak
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Public Library of Science 2018
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6312316/
https://www.ncbi.nlm.nih.gov/pubmed/30596801
http://dx.doi.org/10.1371/journal.pone.0210052
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author Shahriari, Navid
Georgiadis, Janniko R.
Oudkerk, Matthijs
Misra, Sarthak
author_facet Shahriari, Navid
Georgiadis, Janniko R.
Oudkerk, Matthijs
Misra, Sarthak
author_sort Shahriari, Navid
collection PubMed
description Needles are commonly used in the clinic for percutaneous procedures. The outcome of such procedures heavily depends on accurate placement of the needle. There are two main challenges to achieve high accuracy: First, aligning the needle with the targeted lesion, and second, compensating for the deflection of the needle in the tissue. In order to address these challenges, scientists have developed several robotic setups for needle steering. However, the subject is still under research and reliable implementations which can be used in clinical practice are not yet available. In this paper, we have taken some steps in order to bring needle steering closer to practice. A new hybrid control algorithm is developed, which enables us to control a flexible needle by combing base-manipulation and beveled-tip steering methods. A pre-operative path planner is developed which considers the clinical requirements. The proposed method is tested in the lung of a fresh-frozen human cadaver. The work-flow of the experiments are similar to the current clinical practice. Three experimental cases are used to evaluate the proposed steering algorithm. Experimental Case I shows that using the proposed steering algorithm controllability of the needle is increased. In Case II and Case III, the needle is steered in a gelatin phantom and a human cadaver, respectively. The targeting accuracy of 1.35±0.49mm in gelatin phantom and 1.97±0.89mm in cadave is achieved. A feasibility study is performed, in which a fine needle aspiration (FNA) needle is steered in the lungs of a human cadaver under computed tomography guidance. The targeting error for the feasibility study is 2.89±0.22mm. The results suggest that such a robotic system can be beneficial for clinical use and the patient receives less x-ray radiation.
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spelling pubmed-63123162019-01-08 Hybrid control algorithm for flexible needle steering: Demonstration in phantom and human cadaver Shahriari, Navid Georgiadis, Janniko R. Oudkerk, Matthijs Misra, Sarthak PLoS One Research Article Needles are commonly used in the clinic for percutaneous procedures. The outcome of such procedures heavily depends on accurate placement of the needle. There are two main challenges to achieve high accuracy: First, aligning the needle with the targeted lesion, and second, compensating for the deflection of the needle in the tissue. In order to address these challenges, scientists have developed several robotic setups for needle steering. However, the subject is still under research and reliable implementations which can be used in clinical practice are not yet available. In this paper, we have taken some steps in order to bring needle steering closer to practice. A new hybrid control algorithm is developed, which enables us to control a flexible needle by combing base-manipulation and beveled-tip steering methods. A pre-operative path planner is developed which considers the clinical requirements. The proposed method is tested in the lung of a fresh-frozen human cadaver. The work-flow of the experiments are similar to the current clinical practice. Three experimental cases are used to evaluate the proposed steering algorithm. Experimental Case I shows that using the proposed steering algorithm controllability of the needle is increased. In Case II and Case III, the needle is steered in a gelatin phantom and a human cadaver, respectively. The targeting accuracy of 1.35±0.49mm in gelatin phantom and 1.97±0.89mm in cadave is achieved. A feasibility study is performed, in which a fine needle aspiration (FNA) needle is steered in the lungs of a human cadaver under computed tomography guidance. The targeting error for the feasibility study is 2.89±0.22mm. The results suggest that such a robotic system can be beneficial for clinical use and the patient receives less x-ray radiation. Public Library of Science 2018-12-31 /pmc/articles/PMC6312316/ /pubmed/30596801 http://dx.doi.org/10.1371/journal.pone.0210052 Text en © 2018 Shahriari et al http://creativecommons.org/licenses/by/4.0/ This is an open access article distributed under the terms of the Creative Commons Attribution License (http://creativecommons.org/licenses/by/4.0/) , which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are credited.
spellingShingle Research Article
Shahriari, Navid
Georgiadis, Janniko R.
Oudkerk, Matthijs
Misra, Sarthak
Hybrid control algorithm for flexible needle steering: Demonstration in phantom and human cadaver
title Hybrid control algorithm for flexible needle steering: Demonstration in phantom and human cadaver
title_full Hybrid control algorithm for flexible needle steering: Demonstration in phantom and human cadaver
title_fullStr Hybrid control algorithm for flexible needle steering: Demonstration in phantom and human cadaver
title_full_unstemmed Hybrid control algorithm for flexible needle steering: Demonstration in phantom and human cadaver
title_short Hybrid control algorithm for flexible needle steering: Demonstration in phantom and human cadaver
title_sort hybrid control algorithm for flexible needle steering: demonstration in phantom and human cadaver
topic Research Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6312316/
https://www.ncbi.nlm.nih.gov/pubmed/30596801
http://dx.doi.org/10.1371/journal.pone.0210052
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