TY - JOUR
T1 - Non-Metallic MR-Guided Concentric Tube Robot for Intracerebral Hemorrhage Evacuation
AU - Gunderman, Anthony L.
AU - Sengupta, Saikat
AU - Siampli, Eleni
AU - Sigounas, Dimitri
AU - Kellner, Christopher
AU - Oluigbo, Chima
AU - Sharma, Karun
AU - Godage, Isuru
AU - Cleary, Kevin
AU - Chen, Yue
N1 - Publisher Copyright:
© 1964-2012 IEEE.
PY - 2023/10/1
Y1 - 2023/10/1
N2 - 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.
AB - 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.
KW - Concentric tube robot
KW - MR-conditional robot
KW - intracerebral hemorrhage removal
UR - http://www.scopus.com/inward/record.url?scp=85153530088&partnerID=8YFLogxK
U2 - 10.1109/TBME.2023.3268279
DO - 10.1109/TBME.2023.3268279
M3 - Article
C2 - 37074885
AN - SCOPUS:85153530088
SN - 0018-9294
VL - 70
SP - 2895
EP - 2904
JO - IEEE Transactions on Biomedical Engineering
JF - IEEE Transactions on Biomedical Engineering
IS - 10
ER -