Non-Metallic MR-Guided Concentric Tube Robot for Intracerebral Hemorrhage Evacuation

  • Anthony L. Gunderman
  • , Saikat Sengupta
  • , Eleni Siampli
  • , Dimitri Sigounas
  • , Christopher Kellner
  • , Chima Oluigbo
  • , Karun Sharma
  • , Isuru Godage
  • , Kevin Cleary
  • , Yue Chen

Research output: Contribution to journalArticlepeer-review

21 Scopus citations

Abstract

Objective: We aim to develop and evaluate an MR-conditional concentric tube robot for intracerebral hemorrhage (ICH) evacuation. Methods: We fabricated the concentric tube robot hardware with plastic tubes and customized pneumatic motors. The robot kinematic model was developed using a discretized piece-wise constant curvature (D-PCC) approach to account for variable curvature along the tube shape, and tube mechanics model was used to compensate torsional deflection of the inner tube. The MR-safe pneumatic motors were controlled using a variable gain PID algorithm. The robot hardware was validated in a series of bench-Top and MRI experiments, and the robot's evacuation efficacy was tested in MR-guided phantom trials. Results: The pneumatic motor was able to achieve a rotational accuracy of 0.32°±0.30° with the proposed variable gain PID control algorithm. The kinematic model provided a positional accuracy of the tube tip of 1.39 pm 0.54 mm. The robot was able to evacuate an initial 38.36 mL clot, leaving a residual hematoma of 8.14 mL after 5 minutes, well below the 15 mL guideline suggesting good post-ICH evacuation clinical outcomes. Conclusion: This robotic platform provides an effective method for MR-guided ICH evacuation. Significance: ICH evacuation is feasible under MRI guidance using a plastic concentric tube, indicating potential feasibility in future live animal studies.

Original languageEnglish
Pages (from-to)2895-2904
Number of pages10
JournalIEEE Transactions on Biomedical Engineering
Volume70
Issue number10
DOIs
StatePublished - 1 Oct 2023

Keywords

  • Concentric tube robot
  • MR-conditional robot
  • intracerebral hemorrhage removal

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