A Feasible Workflow for Retinal Vein Cannulation in Ex Vivo Porcine Eyes with Robotic Assistance
Zhang, Peiyao, Gehlbach, Peter, Kobilarov, Marin, Iordachita, Iulian
–arXiv.org Artificial Intelligence
A potential Retinal Vein Occlusion (RVO) treatment involves Retinal Vein Cannulation (RVC), which requires the surgeon to insert a microneedle into the affected retinal vein and administer a clot-dissolving drug. This procedure presents significant challenges due to human physiological limitations, such as hand tremors, prolonged tool-holding periods, and constraints in depth perception using a microscope. This study proposes a robot-assisted workflow for RVC to overcome these limitations. The test robot is operated through a keyboard. An intraoperative Optical Coherence Tomography (iOCT) system is used to verify successful venous puncture before infusion. The workflow is validated using 12 ex vivo porcine eyes. These early results demonstrate a successful rate of 10 out of 12 cannulations (83.33%), affirming the feasibility of the proposed workflow.
arXiv.org Artificial Intelligence
Dec-16-2024
- Country:
- Asia (0.05)
- Europe (0.04)
- North America > United States
- Oceania > Australia (0.04)
- Genre:
- Research Report > New Finding (0.67)
- Workflow (1.00)
- Industry:
- Technology:
- Information Technology > Artificial Intelligence > Robots (1.00)