Ji‐Won Lee
Papers
3
Total Citations
23
H-Index
3
About
Ji-Won Lee is a researcher whose work bridges computational neuroscience and medical robotics, with a focus on neural coding and surgical instrument localization. Her early contributions include the development of a path integration mechanism using coarse coding of neurons (2011, 11 citations), which offers a biologically plausible model for spatial navigation and memory. More recently, Lee has advanced surgical technology through the creation of hSDB-instrument, a comprehensive localization database for laparoscopic and robotic surgeries (2021, 7 citations), providing a critical resource for training and evaluating AI systems in minimally invasive procedures. She has also addressed practical challenges in medical imaging with semi-supervised learning techniques for instrument detection in class-imbalanced datasets (2020, 5 citations), improving the robustness of computer vision in surgical environments. Lee's work demonstrates a unique ability to translate principles from neural computation into real-world clinical applications, making her a notable figure in the intersection of neuroscience and surgical robotics.
Research Focus
Key Achievements
Top Papers
- 1Path Integration Mechanism with Coarse Coding of Neurons11 citations · 2011
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