Using AI to quickly detect pulmonary embolism
Automated Sonographic Detection of Pulmonary Embolism Using Machine Learning Algorithm
This study is working on a smart computer program that helps doctors quickly and accurately find pulmonary embolism (PE) using a simple heart ultrasound, so even those who aren't specialists can help catch this serious condition early and get patients the treatment they need faster.
Quick facts
| Grant type | R21 grant |
|---|---|
| Study type | NIH-funded research |
| Funding institution | University of Arizona NIH-funded |
| Lab location | 1 site (Tucson, United States) |
| Project ID | NIH-10852966 on NIH RePORTER |
What this research studies
This research aims to develop an artificial intelligence algorithm that enhances the early diagnosis of pulmonary embolism (PE), a condition that can be life-threatening if not identified quickly. The approach focuses on utilizing echocardiography, a non-invasive imaging technique, to detect PE at the point-of-care, allowing even non-experts to perform the assessment. By improving the accuracy and speed of diagnosis, the research seeks to reduce delays in treatment and ultimately save lives. The AI system is designed to be implemented in various healthcare settings, making it accessible for timely intervention.
Who could benefit from this research
Good fit: Ideal candidates for this research are individuals presenting symptoms of acute pulmonary embolism who require rapid diagnosis and treatment.
Not a fit: Patients who do not exhibit symptoms of pulmonary embolism or have already been diagnosed and treated may not benefit from this research.
Why it matters
Potential benefit: If successful, this research could significantly improve the early detection of pulmonary embolism, leading to better patient outcomes and reduced mortality rates.
How similar studies have performed: Previous research has shown promise in using AI for diagnostic purposes, indicating that this approach could lead to significant advancements in the detection of pulmonary embolism.
Where this research is happening
Tucson, United States
- University of Arizona — Tucson, United States (Active)
Researchers
- Principal investigator: Adhikari, Srikar Reddy — University of Arizona
- Study coordinator: Adhikari, Srikar Reddy
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.