Fluoroscopy-Guided Robotic System for Transforaminal Lumbar Epidural Injections

Cong Gao, Henry Phalen, Adam Margalit, Justin H. Ma, Ping Cheng Ku, Mathias Unberath, Russell H. Taylor, Amit Jain, Mehran Armand

Research output: Contribution to journalArticlepeer-review

Abstract

We present an autonomous robotic spine needle injection system using fluoroscopic image-based navigation. Our system includes patient-specific planning, intra-operative image-based 2D/3D registration and navigation, and automatic robot-guided needle injection. We performed intensive simulation studies to validate the registration accuracy. We achieved a mean spine vertebrae registration error of 0.8± 0.3 mm, 0.9± 0.7 degrees, mean injection device registration error of 0.2± 0.6 mm, 1.2± 1.3 degrees, in translation and rotation, respectively. We then conducted cadaveric studies comparing our system to an experienced clinician's free-hand injections. We achieved a mean needle tip translational error of 5.1±2.4 mm and needle orientation error of 3.6±1.9 degrees for robotic injections, compared to 7.6± 2.8 mm and 9.9± 4.7 degrees for clinician's free-hand injections, respectively. During injections, all needle tips were placed within the defined safety zones for this application. The results suggest the feasibility of using our image-guided robotic injection system for spinal orthopedic applications.

Original languageEnglish (US)
Pages (from-to)901-909
Number of pages9
JournalIEEE Transactions on Medical Robotics and Bionics
Volume4
Issue number4
DOIs
StatePublished - Nov 1 2022

Keywords

  • 2D/3D registration
  • X-ray navigation
  • robot-assisted orthopedic surgery
  • robotic spine injection

ASJC Scopus subject areas

  • Biomedical Engineering
  • Human-Computer Interaction
  • Computer Science Applications
  • Control and Optimization
  • Artificial Intelligence

Fingerprint

Dive into the research topics of 'Fluoroscopy-Guided Robotic System for Transforaminal Lumbar Epidural Injections'. Together they form a unique fingerprint.

Cite this