Kunlin Cao
Papers
1
Total Citations
26
H-Index
1
About
Dr. Kunlin Cao is a leading researcher in the intersection of medical imaging, machine learning, and radiation therapy, with a primary focus on real-time motion tracking for cancer treatment. His most impactful work addresses a critical challenge in abdominal radiation therapy: compensating for respiratory-induced tumor motion. Dr. Cao pioneered the development of a robotic ultrasound imaging system capable of intra-fraction motion monitoring, initially limited to breath-hold scenarios due to processing speed constraints. His landmark 2019 paper, cited 26 times, introduced a novel 2D ultrasound-based machine learning approach that dramatically accelerated image processing, enabling continuous, real-time tracking during free-breathing treatments. This breakthrough significantly enhances the precision of radiation delivery, reducing damage to healthy tissue while improving tumor targeting. By integrating advanced computer vision and deep learning into clinical workflows, Dr. Cao’s contributions are paving the way for safer, more adaptive radiotherapy. His work stands as a vital step toward fully automated, image-guided cancer care, earning recognition for its translational impact in both engineering and oncology communities.
Research Focus
Key Achievements
Top Papers
- 1