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 ± 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.
Non-Metallic MR-Guided Concentric Tube Robot for Intracerebral Hemorrhage Evacuation.
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作者:Gunderman Anthony L, Sengupta Saikat, Siampli Eleni, Sigounas Dimitri, Kellner Christopher, Oluigbo Chima, Sharma Karun, Godage Isuru, Cleary Kevin, Chen Yue
| 期刊: | IEEE Transactions on Biomedical Engineering | 影响因子: | 4.500 |
| 时间: | 2023 | 起止号: | 2023 Oct;70(10):2895-2904 |
| doi: | 10.1109/TBME.2023.3268279 | ||
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