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Towards Steering a High-Dose Rate Brachytherapy Needle With a Robotic Steerable Stylet

Publication ,  Journal Article
Deaton, NJ; Brumfiel, TA; Sheft, M; Yamamoto, KK; Elliott, D; Patel, P; Desai, JP
Published in: IEEE Transactions on Medical Robotics and Bionics
February 1, 2023

Steerable needles are desired for many applications within the medical field. One such application is high-dose rate (HDR) brachytherapy. In this paper, an adaptive control system is proposed to provide control of the planar bending angle or deflection distance of a tendon-driven continuum joint, which can be inserted as the stylet in a commercial hollow needle for HDR brachytherapy. Proportional-integral-derivative (PID) controllers are a common method of control. However, significant tuning may be required to achieve the desired dynamic response, and the tuned gains may not achieve the desired response in a different environment or if the system model varies. Steerable needles must navigate through tissues of differing viscoelastic properties and the use of nitinol for the joint and tendons of a steerable needle leads to change in the system parameters due to change in the phase of the nitinol material. In this article, we propose the real-time adaptation of PID gains using model reference adaptive control techniques to control the planar bending angle or deflection distance of a steerable stylet and needle system.

Duke Scholars

Published In

IEEE Transactions on Medical Robotics and Bionics

DOI

EISSN

2576-3202

Publication Date

February 1, 2023

Volume

5

Issue

1

Start / End Page

54 / 65
 

Citation

APA
Chicago
ICMJE
MLA
NLM
Deaton, N. J., Brumfiel, T. A., Sheft, M., Yamamoto, K. K., Elliott, D., Patel, P., & Desai, J. P. (2023). Towards Steering a High-Dose Rate Brachytherapy Needle With a Robotic Steerable Stylet. IEEE Transactions on Medical Robotics and Bionics, 5(1), 54–65. https://doi.org/10.1109/TMRB.2023.3237861
Deaton, N. J., T. A. Brumfiel, M. Sheft, K. K. Yamamoto, D. Elliott, P. Patel, and J. P. Desai. “Towards Steering a High-Dose Rate Brachytherapy Needle With a Robotic Steerable Stylet.” IEEE Transactions on Medical Robotics and Bionics 5, no. 1 (February 1, 2023): 54–65. https://doi.org/10.1109/TMRB.2023.3237861.
Deaton NJ, Brumfiel TA, Sheft M, Yamamoto KK, Elliott D, Patel P, et al. Towards Steering a High-Dose Rate Brachytherapy Needle With a Robotic Steerable Stylet. IEEE Transactions on Medical Robotics and Bionics. 2023 Feb 1;5(1):54–65.
Deaton, N. J., et al. “Towards Steering a High-Dose Rate Brachytherapy Needle With a Robotic Steerable Stylet.” IEEE Transactions on Medical Robotics and Bionics, vol. 5, no. 1, Feb. 2023, pp. 54–65. Scopus, doi:10.1109/TMRB.2023.3237861.
Deaton NJ, Brumfiel TA, Sheft M, Yamamoto KK, Elliott D, Patel P, Desai JP. Towards Steering a High-Dose Rate Brachytherapy Needle With a Robotic Steerable Stylet. IEEE Transactions on Medical Robotics and Bionics. 2023 Feb 1;5(1):54–65.

Published In

IEEE Transactions on Medical Robotics and Bionics

DOI

EISSN

2576-3202

Publication Date

February 1, 2023

Volume

5

Issue

1

Start / End Page

54 / 65