Automated methods to identify important heartbeats from ECG data.
Summarizing Cardiac Data: An Automated Approach for Identifying Representative Heartbeats in the Clinical Setting
['FUNDING_R15'] · UNIVERSITY OF CENTRAL OKLAHOMA · NIH-10515222
This study is working on creating smart tools to help doctors quickly understand heart readings from kids in the Cardiac Intensive Care Unit, making it easier to spot normal heartbeats and any irregularities that need attention.
Quick facts
| Phase | ['FUNDING_R15'] |
|---|---|
| Study type | Nih_funding |
| Sex | All |
| Sponsor | UNIVERSITY OF CENTRAL OKLAHOMA (nih funded) |
| Locations | 1 site (EDMOND, UNITED STATES) |
| Trial ID | NIH-10515222 on ClinicalTrials.gov |
What this research studies
This research focuses on developing automated tools to help clinicians interpret electrocardiogram (ECG) data more effectively in real-time. By utilizing advanced algorithms and deep learning techniques, the project aims to summarize and classify heart rhythms, distinguishing between normal rhythms and arrhythmias. The research specifically targets pediatric patients in the Cardiac Intensive Care Unit (CICU), where accurate interpretation of ECG data is crucial for timely medical decisions. Collaborations between institutions enhance the approach, leveraging expertise in data science and applied mathematics.
Who could benefit from this research
Good fit: Ideal candidates for this research are pediatric patients with electrical conduction abnormalities being monitored in a Cardiac Intensive Care Unit.
Not a fit: Patients without cardiac arrhythmias or those not in the pediatric age group may not benefit from this research.
Why it matters
Potential benefit: If successful, this research could lead to improved diagnosis and treatment of heart conditions in pediatric patients.
How similar studies have performed: Other research has shown promise in using automated approaches for ECG interpretation, indicating potential for success in this novel application.
Where this research is happening
EDMOND, UNITED STATES
- UNIVERSITY OF CENTRAL OKLAHOMA — EDMOND, UNITED STATES (ACTIVE)
Researchers
- Principal investigator: LYONS, EMILY HENDRYX — UNIVERSITY OF CENTRAL OKLAHOMA
- Study coordinator: LYONS, EMILY HENDRYX
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.