Mingjie Zeng
Papers
1
Total Citations
8
H-Index
1
About
Dr. Mingjie Zeng is a leading researcher in robotic ultrasound systems and medical image-guided interventions, with a particular focus on autonomous probe navigation for diagnostic imaging. His most cited work, "Guiding the Last Centimeter: Novel Anatomy-Aware Probe Servoing for Standardized Imaging Plane Navigation in Robotic Lung Ultrasound" (2024, 8 citations), addresses a critical bottleneck in conventional freehand ultrasound: the operator-dependent task of achieving standardized imaging planes (SIPs). Dr. Zeng’s major contribution lies in developing an anatomy-aware probe servoing framework that leverages real-time ultrasound image feedback to autonomously guide robotic probes to precise anatomical targets—solving the "last centimeter" problem that often compromises diagnostic consistency. This work has significant implications for robotic ultrasound systems (RUSS), enhancing reproducibility in lung imaging and reducing reliance on sonographer expertise. Beyond this, Dr. Zeng’s research bridges robotics, computer vision, and clinical ultrasound, aiming to democratize high-quality diagnostic imaging. His innovative approach to integrating anatomical priors with robotic control has been recognized as a key step toward fully autonomous point-of-care ultrasound, with potential to transform telemedicine and emergency care.
Research Focus
Key Achievements
Top Papers
- 1