Improving predictions of lung complications after major surgery
Data Driven Approaches to Improving Risk Prediction of Pulmonary Complications After Major Inpatient Surgery
This study is looking to improve how we predict breathing problems that can happen after major surgeries, using smart data analysis to find out what makes some patients more at risk, so doctors can better protect you during and after your surgery.
Quick facts
| Grant type | Career grant |
|---|---|
| Study type | NIH-funded research |
| Funding institution | University of Michigan at Ann Arbor NIH-funded |
| Lab location | 1 site (Ann Arbor, United States) |
| Project ID | NIH-10896014 on NIH RePORTER |
What this research studies
This research aims to enhance the prediction of postoperative pulmonary complications (PPCs) that can occur after major surgeries. By utilizing advanced data science techniques, the study will analyze a wide range of patient and procedural data to identify factors that increase the risk of these complications. The research will also incorporate real-time data from monitoring equipment during surgery to refine risk assessments and develop tailored interventions for patients. Ultimately, this approach seeks to provide anesthesia providers with evidence-based strategies to prevent PPCs.
Who could benefit from this research
Good fit: Ideal candidates for this research are patients scheduled for major inpatient surgeries who may be at risk for postoperative pulmonary complications.
Not a fit: Patients undergoing minor procedures or those without significant risk factors for pulmonary complications may not benefit from this research.
Why it matters
Potential benefit: If successful, this research could lead to better prevention strategies for lung complications, improving recovery outcomes for surgical patients.
How similar studies have performed: Previous research has shown promise in using data-driven approaches to improve patient outcomes in surgical settings, indicating that this methodology has potential for success.
Where this research is happening
Ann Arbor, United States
- University of Michigan at Ann Arbor — Ann Arbor, United States (Active)
Researchers
- Principal investigator: Colquhoun, Douglas Alastair — University of Michigan at Ann Arbor
- Study coordinator: Colquhoun, Douglas Alastair
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.