Abhay Tyagi
Papers
1
Total Citations
3
H-Index
1
About
Dr. Abhay Tyagi is pioneering the intersection of robotics and medical imaging, with a primary focus on autonomous ultrasound-guided regional anesthesia. His most-cited work, "Nerve Block Target Localization and Needle Guidance for Autonomous Robotic Ultrasound Guided Regional Anesthesia" (2024, 3 citations), tackles the critical challenge of real-time nerve segmentation, needle tip localization, and trajectory extrapolation for robotic systems. To achieve this, Dr. Tyagi led a landmark study recruiting 227 patients to construct a large-scale dataset, a foundational contribution that enables machine learning models to accurately identify anatomical targets during procedures. This work directly addresses the safety and precision bottlenecks in autonomous needle insertion, moving toward systems that can administer nerve blocks with minimal human intervention. By combining computer vision, robotic control, and clinical data collection, Dr. Tyagi is laying the groundwork for next-generation surgical robotics that could reduce procedure times and improve patient outcomes. His research stands out for its translational approach, bridging algorithmic development with real-world clinical validation.
Research Focus
Key Achievements
Top Papers
- 1