Emily Summers
Papers
1
Total Citations
7
H-Index
1
About
Dr. Emily Summers is a leading researcher in surgical data science and robotic surgery, with a primary focus on standardizing the analysis of surgical video. Her most impactful work introduces a groundbreaking framework for the temporal segmentation of robotic procedures. In her seminal 2025 paper, which has already garnered 7 citations, Dr. Summers developed the first clinical temporal annotation guide library for 10 distinct robotic surgeries, paired with a standardized ontology. This major contribution provides a common language and reusable resource for researchers, enabling consistent, large-scale analysis of surgical workflows. By creating this annotation resource library, she has addressed a critical bottleneck in the field, allowing for more robust training of AI models and facilitating comparative studies across institutions. Her work is pivotal for advancing automated skill assessment and intraoperative decision support, establishing a new gold standard for video annotation in robotic surgery and accelerating the path toward safer, data-driven surgical care.
Research Focus
Key Achievements
Top Papers
- 1