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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...
Autores principales: | , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Public Library of Science
2018
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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. |
format | Online Article Text |
id | pubmed-6312316 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2018 |
publisher | Public Library of Science |
record_format | MEDLINE/PubMed |
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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