Giannarou Stamatia
Papers
1
Total Citations
2
H-Index
1
About
Dr. Stamatia Giannarou is a leading researcher in surgical robotics and medical image analysis, with a primary focus on advancing intraoperative imaging and autonomous tissue scanning. Her major contributions lie in developing intelligent vision systems for robot-assisted surgery, particularly for probe-based confocal laser endomicroscopy (pCLE), which enables real-time cellular-level visualization during procedures. Her notable work, "FF-ViT: probe orientation regression for robot-assisted endomicroscopy tissue scanning" (2024), addresses a critical challenge in surgical imaging: maintaining optimal probe-tissue contact and orientation to capture high-quality cellular images. By employing vision transformers for orientation regression, this work enhances the autonomy and reliability of tissue scanning, reducing the need for manual probe manipulation. While her citation counts reflect the emerging nature of this cutting-edge research, the impact of her work is evident in its potential to improve diagnostic accuracy and surgical outcomes. Dr. Giannarou's research bridges computer vision, robotics, and clinical practice, making her a key figure in the next generation of intelligent surgical systems.
Research Focus
Key Achievements
Top Papers
- 1