Improving MRI for quick diagnosis of brain conditions using crowdsourced expertise
Optimizing MRI for Neurologic Screening using Radiologist Crowdsourcing
['FUNDING_R21'] · UNIVERSITY OF WISCONSIN-MADISON · NIH-10527680
This study is working on improving MRI scans to help doctors quickly and accurately diagnose brain conditions, especially in emergencies, by using smart technology and teamwork among radiologists.
Quick facts
| Phase | ['FUNDING_R21'] |
|---|---|
| Study type | Nih_funding |
| Sex | All |
| Sponsor | UNIVERSITY OF WISCONSIN-MADISON (nih funded) |
| Locations | 1 site (MADISON, UNITED STATES) |
| Trial ID | NIH-10527680 on ClinicalTrials.gov |
What this research studies
This research focuses on enhancing MRI technology to allow for faster and more accurate diagnosis of neurological disorders. By utilizing crowdsourcing among radiologists, the project aims to develop deep learning techniques that can significantly reduce MRI scan times while maintaining essential image quality. This approach seeks to make MRI a viable option for emergency settings, where timely diagnosis is critical for patient outcomes. The study will evaluate how these advancements can improve the triage process for patients with acute neurological symptoms.
Who could benefit from this research
Good fit: Ideal candidates for this research are individuals presenting with acute neurological symptoms who require rapid imaging for diagnosis.
Not a fit: Patients with chronic neurological conditions or those not requiring immediate imaging may not benefit from this research.
Why it matters
Potential benefit: If successful, this research could lead to quicker and more accurate diagnoses for patients experiencing neurological emergencies, potentially improving treatment outcomes.
How similar studies have performed: Previous studies have shown promising results in using advanced imaging techniques and deep learning for improving diagnostic accuracy, indicating potential success for this novel approach.
Where this research is happening
MADISON, UNITED STATES
- UNIVERSITY OF WISCONSIN-MADISON — MADISON, UNITED STATES (ACTIVE)
Researchers
- Principal investigator: JOHNSON, KEVIN MICHAEL — UNIVERSITY OF WISCONSIN-MADISON
- Study coordinator: JOHNSON, KEVIN MICHAEL
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.