Autonomous Robotic Ultrasound Scanning for Visualizing Organs Beneath Ribs Using Reinforcement Learning

A reinforcement learning approach is proposed to automatically generate an ultrasound scanning path that fully covers and reconstructs single or multiple target volumes beneath the rib cage, while minimizing acoustic attenuation and shadow effects.