Improving heart failure treatment using automated tools in electronic health records
Evaluating and Improving Utilization of Evidence-Based Medical Therapy in Patients with Heart Failure using Automated Tools in the Electronic Health Record
['FUNDING_OTHER'] · YALE UNIVERSITY · NIH-11075809
This study is working on a smart tool that helps doctors find the best treatments for patients with heart failure by analyzing their health records, so they can get the right care when they need it.
Quick facts
| Phase | ['FUNDING_OTHER'] |
|---|---|
| Study type | Nih_funding |
| Sex | All |
| Sponsor | YALE UNIVERSITY (nih funded) |
| Locations | 1 site (NEW HAVEN, UNITED STATES) |
| Trial ID | NIH-11075809 on ClinicalTrials.gov |
What this research studies
This research focuses on enhancing the use of evidence-based medical therapies for heart failure patients by utilizing automated tools within electronic health records (EHR). The project aims to develop an algorithm that employs deep learning and natural language processing to analyze unstructured clinical data, identifying patients with systolic heart failure and assessing their treatment needs in real-time. By engaging clinicians in the design of these algorithms, the research seeks to ensure that patients receive appropriate therapies, ultimately improving their care and outcomes.
Who could benefit from this research
Good fit: Ideal candidates for this research are adults over 21 years old who have been diagnosed with systolic heart failure.
Not a fit: Patients with heart failure who are under 21 years old or those who do not have systolic heart failure may not benefit from this research.
Why it matters
Potential benefit: If successful, this research could lead to better treatment adherence and improved health outcomes for heart failure patients.
How similar studies have performed: Previous research has shown success in using automated tools and algorithms to improve patient care in various medical fields, indicating a promising approach for this study.
Where this research is happening
NEW HAVEN, UNITED STATES
- YALE UNIVERSITY — NEW HAVEN, UNITED STATES (ACTIVE)
Researchers
- Principal investigator: KHERA, ROHAN — YALE UNIVERSITY
- Study coordinator: KHERA, ROHAN
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.
Conditions: acute kidney injury