Control of continuum robots for minimally invasive interventions

Gustaaf Johannes Vrooijink

    Research output: ThesisPhD Thesis - Research UT, graduation UT

    44 Downloads (Pure)

    Abstract

    In recent times, the role of minimally invasive surgery (MIS) in diagnosis and therapy has significantly increased. The rapid adoption of MIS can be attributed to the considerable benefits offered to patients. This includes reduced patient trauma, less scarring and faster recovery times. Furthermore, the reduced patient trauma enables the treatment of high-risk patients who were initially denied surgery. However, restricted access, reduced visibility and limited dexterity of instruments at the treatment location are among the challenges of MIS. Hence, the demand for new technology such as continuum robots that can assist the clinician during MIS is significant. Potentially, the control of continuum robots such as flexible needles, delivery sheaths and steerable catheters could be used to address challenges associated with MIS.

    In this thesis, closed-loop control methods using flexible needles, delivery sheaths and steerable catheters for percutaneous and cardiovascular interventions are developed. The closed-loop control methods are used to accurately position the continuum robot at the treatment location and to provide instrument tip stabilization for tissue motions. Feedback of the continuum robot and target location for closed-loop control is provided by ultrasound images and electromagnetic tracking. The closed-loop control methods (aided by path planning) uses continuum robot models for the accurate positioning and stabilization of the instrument tip. Furthermore, the control input is provided to actuators and mechanisms in order to steer the continuum robot. In order to evaluate the closed-loop control of continuum robots, an experimental testbed is developed and used to reproduce a clinical environment.

    The proposed closed-loop control methods for continuum robots are evaluated in clinically-relevant experiments. The results obtained from experiments showed an improved continuum robot tip positioning compared to clinical practice. In order to avoid sensitive tissue that could be present in surgery, it is demonstrated that constraints integrated in the control method could be used to restrict the instrument motion. Furthermore, stabilization of the continuum robot tip for tissue motions is demonstrated. However, the proposed closed-loop control method for continuum robots could benefit from improvements in feedback, control methods, continuum robot design, and instrument steering mechanisms with actuators. Therefore, with modifications, the proposed methods could be successfully deployed in clinical practice.
    Original languageEnglish
    QualificationDoctor of Philosophy
    Awarding Institution
    • University of Twente
    Supervisors/Advisors
    • Misra, Sarthak , Supervisor
    Award date13 Nov 2019
    Place of PublicationEnschede
    Publisher
    Print ISBNs978-90-365-4888-5
    DOIs
    Publication statusPublished - 13 Nov 2019

    Fingerprint

    Robots
    Surgery
    Stabilization
    Catheters
    Tissue
    Needles
    Actuators
    Motion planning
    Testbeds
    Visibility
    Feedback control
    Ultrasonics
    Experiments
    Feedback
    Recovery

    Cite this

    Vrooijink, Gustaaf Johannes. / Control of continuum robots for minimally invasive interventions. Enschede : University of Twente, 2019. 151 p.
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    title = "Control of continuum robots for minimally invasive interventions",
    abstract = "In recent times, the role of minimally invasive surgery (MIS) in diagnosis and therapy has significantly increased. The rapid adoption of MIS can be attributed to the considerable benefits offered to patients. This includes reduced patient trauma, less scarring and faster recovery times. Furthermore, the reduced patient trauma enables the treatment of high-risk patients who were initially denied surgery. However, restricted access, reduced visibility and limited dexterity of instruments at the treatment location are among the challenges of MIS. Hence, the demand for new technology such as continuum robots that can assist the clinician during MIS is significant. Potentially, the control of continuum robots such as flexible needles, delivery sheaths and steerable catheters could be used to address challenges associated with MIS.In this thesis, closed-loop control methods using flexible needles, delivery sheaths and steerable catheters for percutaneous and cardiovascular interventions are developed. The closed-loop control methods are used to accurately position the continuum robot at the treatment location and to provide instrument tip stabilization for tissue motions. Feedback of the continuum robot and target location for closed-loop control is provided by ultrasound images and electromagnetic tracking. The closed-loop control methods (aided by path planning) uses continuum robot models for the accurate positioning and stabilization of the instrument tip. Furthermore, the control input is provided to actuators and mechanisms in order to steer the continuum robot. In order to evaluate the closed-loop control of continuum robots, an experimental testbed is developed and used to reproduce a clinical environment.The proposed closed-loop control methods for continuum robots are evaluated in clinically-relevant experiments. The results obtained from experiments showed an improved continuum robot tip positioning compared to clinical practice. In order to avoid sensitive tissue that could be present in surgery, it is demonstrated that constraints integrated in the control method could be used to restrict the instrument motion. Furthermore, stabilization of the continuum robot tip for tissue motions is demonstrated. However, the proposed closed-loop control method for continuum robots could benefit from improvements in feedback, control methods, continuum robot design, and instrument steering mechanisms with actuators. Therefore, with modifications, the proposed methods could be successfully deployed in clinical practice.",
    author = "Vrooijink, {Gustaaf Johannes}",
    year = "2019",
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    day = "13",
    doi = "10.3990/1.9789036548885",
    language = "English",
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    Vrooijink, GJ 2019, 'Control of continuum robots for minimally invasive interventions', Doctor of Philosophy, University of Twente, Enschede. https://doi.org/10.3990/1.9789036548885

    Control of continuum robots for minimally invasive interventions. / Vrooijink, Gustaaf Johannes.

    Enschede : University of Twente, 2019. 151 p.

    Research output: ThesisPhD Thesis - Research UT, graduation UT

    TY - THES

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    AU - Vrooijink, Gustaaf Johannes

    PY - 2019/11/13

    Y1 - 2019/11/13

    N2 - In recent times, the role of minimally invasive surgery (MIS) in diagnosis and therapy has significantly increased. The rapid adoption of MIS can be attributed to the considerable benefits offered to patients. This includes reduced patient trauma, less scarring and faster recovery times. Furthermore, the reduced patient trauma enables the treatment of high-risk patients who were initially denied surgery. However, restricted access, reduced visibility and limited dexterity of instruments at the treatment location are among the challenges of MIS. Hence, the demand for new technology such as continuum robots that can assist the clinician during MIS is significant. Potentially, the control of continuum robots such as flexible needles, delivery sheaths and steerable catheters could be used to address challenges associated with MIS.In this thesis, closed-loop control methods using flexible needles, delivery sheaths and steerable catheters for percutaneous and cardiovascular interventions are developed. The closed-loop control methods are used to accurately position the continuum robot at the treatment location and to provide instrument tip stabilization for tissue motions. Feedback of the continuum robot and target location for closed-loop control is provided by ultrasound images and electromagnetic tracking. The closed-loop control methods (aided by path planning) uses continuum robot models for the accurate positioning and stabilization of the instrument tip. Furthermore, the control input is provided to actuators and mechanisms in order to steer the continuum robot. In order to evaluate the closed-loop control of continuum robots, an experimental testbed is developed and used to reproduce a clinical environment.The proposed closed-loop control methods for continuum robots are evaluated in clinically-relevant experiments. The results obtained from experiments showed an improved continuum robot tip positioning compared to clinical practice. In order to avoid sensitive tissue that could be present in surgery, it is demonstrated that constraints integrated in the control method could be used to restrict the instrument motion. Furthermore, stabilization of the continuum robot tip for tissue motions is demonstrated. However, the proposed closed-loop control method for continuum robots could benefit from improvements in feedback, control methods, continuum robot design, and instrument steering mechanisms with actuators. Therefore, with modifications, the proposed methods could be successfully deployed in clinical practice.

    AB - In recent times, the role of minimally invasive surgery (MIS) in diagnosis and therapy has significantly increased. The rapid adoption of MIS can be attributed to the considerable benefits offered to patients. This includes reduced patient trauma, less scarring and faster recovery times. Furthermore, the reduced patient trauma enables the treatment of high-risk patients who were initially denied surgery. However, restricted access, reduced visibility and limited dexterity of instruments at the treatment location are among the challenges of MIS. Hence, the demand for new technology such as continuum robots that can assist the clinician during MIS is significant. Potentially, the control of continuum robots such as flexible needles, delivery sheaths and steerable catheters could be used to address challenges associated with MIS.In this thesis, closed-loop control methods using flexible needles, delivery sheaths and steerable catheters for percutaneous and cardiovascular interventions are developed. The closed-loop control methods are used to accurately position the continuum robot at the treatment location and to provide instrument tip stabilization for tissue motions. Feedback of the continuum robot and target location for closed-loop control is provided by ultrasound images and electromagnetic tracking. The closed-loop control methods (aided by path planning) uses continuum robot models for the accurate positioning and stabilization of the instrument tip. Furthermore, the control input is provided to actuators and mechanisms in order to steer the continuum robot. In order to evaluate the closed-loop control of continuum robots, an experimental testbed is developed and used to reproduce a clinical environment.The proposed closed-loop control methods for continuum robots are evaluated in clinically-relevant experiments. The results obtained from experiments showed an improved continuum robot tip positioning compared to clinical practice. In order to avoid sensitive tissue that could be present in surgery, it is demonstrated that constraints integrated in the control method could be used to restrict the instrument motion. Furthermore, stabilization of the continuum robot tip for tissue motions is demonstrated. However, the proposed closed-loop control method for continuum robots could benefit from improvements in feedback, control methods, continuum robot design, and instrument steering mechanisms with actuators. Therefore, with modifications, the proposed methods could be successfully deployed in clinical practice.

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    PB - University of Twente

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