Developing a digital tool to predict delirium after surgery
Using Routine Care Electronic Medical Record Data and Artificial Intelligence to Develop a Passive Digital Marker to Predict Postoperative Delirium
['FUNDING_OTHER'] · INDIANA UNIVERSITY INDIANAPOLIS · NIH-10896394
This study is looking to help older adults who are having major surgery by using smart technology to predict if they might experience confusion afterward, so we can take better care of them and help keep their minds healthy.
Quick facts
| Phase | ['FUNDING_OTHER'] |
|---|---|
| Study type | Nih_funding |
| Sex | All |
| Sponsor | INDIANA UNIVERSITY INDIANAPOLIS (nih funded) |
| Locations | 1 site (INDIANAPOLIS, UNITED STATES) |
| Trial ID | NIH-10896394 on ClinicalTrials.gov |
What this research studies
This research aims to improve the care of older patients undergoing major surgery by predicting the risk of postoperative delirium, a common and serious complication. The project will utilize electronic health record data from over 35,000 patients, merging it with advanced artificial intelligence techniques to create a digital marker that can identify those at risk. This marker will be tested in a pilot clinical trial to evaluate its effectiveness in improving cognitive outcomes after surgery. The goal is to enhance brain health and reduce complications for older adults.
Who could benefit from this research
Good fit: Ideal candidates for this research are older adults who are scheduled to undergo major elective surgery.
Not a fit: Patients who are not undergoing major surgery or who are younger than the typical age range for this study may not benefit from this research.
Why it matters
Potential benefit: If successful, this research could lead to better prevention strategies for postoperative delirium, improving recovery and cognitive health for older surgical patients.
How similar studies have performed: Previous research has shown promise in using electronic health records and machine learning to predict various health outcomes, suggesting that this approach could be effective.
Where this research is happening
INDIANAPOLIS, UNITED STATES
- INDIANA UNIVERSITY INDIANAPOLIS — INDIANAPOLIS, UNITED STATES (ACTIVE)
Researchers
- Principal investigator: MOHANTY, SANJAY — INDIANA UNIVERSITY INDIANAPOLIS
- Study coordinator: MOHANTY, SANJAY
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.
Conditions: Alzheimer disease dementia, Alzheimer syndrome, Alzheimer's Disease, Alzheimer's disease model