Analyzing surgical videos to improve neurosurgery outcomes
Video Analysis of Neurosurgical Technical Performance and Adverse Events
This study is looking at how using smart technology to analyze videos of brain surgeries can help surgeons improve their skills and make surgeries safer for patients, especially those having pituitary surgery.
Quick facts
| Grant type | NIH-funded research |
|---|---|
| Study type | NIH-funded research |
| Funding institution | Children's Research Institute NIH-funded |
| Lab location | 1 site (Washington, United States) |
| Project ID | NIH-10889163 on NIH RePORTER |
What this research studies
This research focuses on enhancing the safety and effectiveness of neurosurgery by utilizing machine learning and computer vision technologies to analyze surgical videos. By examining a unique dataset that includes recordings of pituitary surgeries and associated clinical data, the project aims to identify patterns and errors that lead to adverse events. The goal is to provide real-time feedback to surgeons, helping them refine their techniques and reduce the risk of complications such as strokes and neurologic disabilities. This innovative approach seeks to address the current lack of feedback mechanisms for practicing neurosurgeons, ultimately improving patient outcomes.
Who could benefit from this research
Good fit: Ideal candidates for this research are patients undergoing pituitary surgery, which is performed over 10,000 times annually in the U.S.
Not a fit: Patients who are not undergoing neurosurgical procedures or those with conditions unrelated to the surgical techniques being analyzed may not benefit from this research.
Why it matters
Potential benefit: If successful, this research could significantly reduce the incidence of preventable strokes and neurologic disabilities following neurosurgery.
How similar studies have performed: While the use of machine learning and computer vision in surgical settings is emerging, this specific approach to analyzing neurosurgical videos is relatively novel and has not been extensively tested in prior studies.
Where this research is happening
Washington, United States
- Children's Research Institute — Washington, United States (Active)
Researchers
- Principal investigator: Donoho, Daniel a. — Children's Research Institute
- Study coordinator: Donoho, Daniel a.
About this research
- This is an active NIH-funded research project — typically early-stage science, not a clinical trial accepting patient enrollment.
- Some NIH-funded labs run parallel clinical studies or seek volunteers for related work. To check, contact the principal investigator or institution listed above.
- For full project details, budget, and progress reports, visit the official NIH RePORTER page below.