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Fluoroscopy-Guided Robotic System for Transforaminal Lumbar Epidural Injections
Cong Gao1, Henry Phalen2, Adam Margalit3
1Department of Computer Science, Johns Hopkins University, Baltimore, MD, USA 21211.
IEEE Transactions on Medical Robotics and Bionics
|October 4, 2023
Summary
This study introduces an autonomous robotic system for spine needle injections, guided by fluoroscopic imaging. The robotic system demonstrated higher accuracy and precision than free-hand injections by clinicians.
Area of Science:
- Robotics
- Medical Imaging
- Orthopedic Surgery
Background:
- Spine needle injections are crucial for orthopedic treatments.
- Current free-hand injection techniques can be limited by clinician experience and precision.
- Image-guided navigation offers potential for improved accuracy in spinal procedures.
Purpose of the Study:
- To develop and evaluate an autonomous robotic system for spine needle injection.
- To assess the system's accuracy using fluoroscopic image-based navigation.
- To compare the robotic system's performance against experienced clinicians.
Main Methods:
- Developed a robotic system with patient-specific planning and 2D/3D registration.
- Utilized intra-operative fluoroscopic imaging for navigation and automatic needle injection.
- Validated accuracy through simulation studies and cadaveric trials comparing robotic vs. free-hand injections.
Main Results:
- Simulation studies showed high registration accuracy for vertebrae and injection devices.
- Cadaveric studies demonstrated lower mean needle tip translational error (5.1 ± 2.4 mm) and orientation error (3.6 ± 1.9 degrees) for robotic injections compared to clinicians (7.6 ± 2.8 mm and 9.9 ± 4.7 degrees).
- All robotic injections placed needle tips within defined safety zones.
Conclusions:
- The autonomous robotic spine needle injection system is feasible for orthopedic applications.
- Image-guided robotic navigation enhances precision and accuracy in spinal injections.
- This technology has the potential to improve patient outcomes in spine treatments.

