Goto

Collaborating Authors

 needle guide


Preliminary Evaluation of an Ultrasound-Guided Robotic System for Autonomous Percutaneous Intervention

arXiv.org Artificial Intelligence

Cancer cases have been rising globally, resulting in nearly 10 million deaths in 2023. Biopsy, crucial for diagnosis, is often performed under ultrasound (US) guidance, demanding precise hand coordination and cognitive decision-making. Robot-assisted interventions have shown improved accuracy in lesion targeting by addressing challenges such as noisy 2D images and maintaining consistent probe-to-surface contact. Recent research has focused on fully autonomous robotic US systems to enable standardized diagnostic procedures and reproducible US-guided therapy. This study presents a fully autonomous system for US-guided needle placement capable of performing end-to-end clinical workflow. The system autonomously: 1) identifies the liver region on the patient's abdomen surface, 2) plans and executes the US scanning path using impedance control, 3) localizes lesions from the US images in real-time, and 4) targets the identified lesions, all without human intervention. This study evaluates both position and impedance-controlled systems. Validation on agar phantoms demonstrated a targeting error of 5.74 +- 2.70 mm, highlighting its potential for accurately targeting tumors larger than 5 mm. Achieved results show its potential for a fully autonomous system for US-guided biopsies.


Robots help position interventional needles

#artificialintelligence

Finding the ideal position for interventional needles โ€“ as used in biopsies โ€“ is a difficult and time-consuming process that can now be performed automatically, using a robotic arm to place a needle guide for the doctor at the optimal insertion point. With robotic assistance, doctors need five minutes to position the needle, as opposed to 30 minutes with conventional techniques. An ultrasound shows a shadow on the liver โ€“ but is it a tumour? Often, the only way to conclusively answer this question is to perform a biopsy, to send the suspected tissue to a laboratory for testing. However, placing the biopsy needle with precision is far from easy.