Vibration-Based Energy Metric for Restoring Needle Alignment in Autonomous Robotic Ultrasound

Zhongyu Chen, Chenyang Li, Xuesong Li +5

Precise needle alignment is essential for percutaneous needle insertion in robotic ultrasound-guided procedures. However, inherent challenges such as speckle noise, needle-like art…