Improving the trustworthiness of biomedical models
TRD&1: Model Management and Credibility Infrastructure
This study is working on making sure that computer models used in health research are reliable and trustworthy, so that both scientists and everyday people can feel confident in the predictions they make, especially after the challenges we faced during the COVID pandemic.
Quick facts
| Grant type | NIH-funded research |
|---|---|
| Study type | NIH-funded research |
| Funding institution | University of Washington NIH-funded |
| Lab location | 1 site (Seattle, United States) |
| Project ID | NIH-11080281 on NIH RePORTER |
What this research studies
This research focuses on enhancing the credibility of computational models used in biomedical research. It aims to develop a systematic approach for assessing the reliability of these models, ensuring that their predictions are both trusted and useful. By addressing issues of reproducibility and credibility, the project seeks to provide tools that allow researchers and non-experts alike to evaluate the effectiveness of various biomedical models. This is particularly relevant in light of the challenges faced during the COVID pandemic, where model credibility was crucial for decision-making.
Who could benefit from this research
Good fit: Ideal candidates for this research are individuals involved in or affected by conditions that rely on computational modeling for treatment decisions.
Not a fit: Patients whose conditions do not utilize computational models for diagnosis or treatment may not benefit from this research.
Why it matters
Potential benefit: If successful, this research could lead to more reliable biomedical models, improving patient outcomes through better-informed clinical decisions.
How similar studies have performed: Other research has shown success in improving model reproducibility, making this approach both relevant and necessary in the field.
Where this research is happening
Seattle, United States
- University of Washington — Seattle, United States (Active)
Researchers
- Principal investigator: Sauro, Herbert M. — University of Washington
- Study coordinator: Sauro, Herbert M.
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.