Understanding different types of COPD for better early prediction and treatment.
COPD SUBTYPES AND EARLY PREDICTION USING INTEGRATIVE PROBABILISTIC GRAPHICAL MODELS R01HL157879
This study is looking to find different types of COPD to help doctors give you more personalized care by using advanced computer techniques to analyze your health data, which could lead to better treatment and understanding of your condition.
Quick facts
| Grant type | R01 grant |
|---|---|
| Study type | NIH-funded research |
| Funding institution | University of Florida NIH-funded |
| Lab location | 1 site (Gainesville, United States) |
| Project ID | NIH-10886719 on NIH RePORTER |
What this research studies
This research aims to identify subtypes of Chronic Obstructive Pulmonary Disease (COPD) using advanced computational methods known as probabilistic graphical models. By integrating various types of data, including clinical measurements and imaging, the study seeks to create a more personalized approach to managing COPD. Patients will benefit from improved predictions of disease progression and tailored treatment strategies based on their specific subtype. The research will involve analyzing data from multiple sources to uncover insights that can lead to better outcomes for individuals with COPD.
Who could benefit from this research
Good fit: Ideal candidates for this research are individuals diagnosed with Chronic Obstructive Pulmonary Disease (COPD) who may benefit from personalized treatment strategies.
Not a fit: Patients with mild respiratory issues that do not meet the criteria for COPD may not receive benefits from this research.
Why it matters
Potential benefit: If successful, this research could lead to more effective and personalized treatment options for patients with COPD.
How similar studies have performed: Previous research in asthma has successfully utilized similar approaches to identify subtypes, suggesting potential for success in COPD as well.
Where this research is happening
Gainesville, United States
- University of Florida — Gainesville, United States (Active)
Researchers
- Principal investigator: Benos, Panagiotis V — University of Florida
- Study coordinator: Benos, Panagiotis V
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.