Identifying different types of obstructive sleep apnea for better treatment.
Towards Precise Phenotype Discovery of Obstructive Sleep Apnea with a Data-Inclusive Multi-Study Analysis Using the National Sleep Research Resource (NSRR)
['FUNDING_R21'] · STATE UNIVERSITY OF NY,BINGHAMTON · NIH-10675011
This study is looking at different types of obstructive sleep apnea to find better ways to treat it, using smart technology to group patients based on their specific needs and how they respond to treatments, so everyone can get the best care possible.
Quick facts
| Phase | ['FUNDING_R21'] |
|---|---|
| Study type | Nih_funding |
| Sex | All |
| Sponsor | STATE UNIVERSITY OF NY,BINGHAMTON (nih funded) |
| Locations | 1 site (BINGHAMTON, UNITED STATES) |
| Trial ID | NIH-10675011 on ClinicalTrials.gov |
What this research studies
This research focuses on understanding the various phenotypes of obstructive sleep apnea (OSA) to improve treatment outcomes. By analyzing data from multiple studies, the project aims to categorize patients into distinct groups based on their risk profiles and treatment responses. This approach utilizes advanced machine learning techniques to identify patterns in OSA data, which can help tailor treatments to individual patients. The goal is to enhance the effectiveness of OSA therapies and reduce associated cardiovascular risks.
Who could benefit from this research
Good fit: Ideal candidates for this research include individuals diagnosed with obstructive sleep apnea, particularly those experiencing cardiovascular issues.
Not a fit: Patients without a diagnosis of obstructive sleep apnea or those not experiencing cardiovascular conditions may not benefit from this research.
Why it matters
Potential benefit: If successful, this research could lead to more personalized and effective treatments for patients with obstructive sleep apnea.
How similar studies have performed: Previous research has shown promise in using data-driven approaches to identify patient phenotypes in obstructive sleep apnea, indicating potential for success in this area.
Where this research is happening
BINGHAMTON, UNITED STATES
- STATE UNIVERSITY OF NY,BINGHAMTON — BINGHAMTON, UNITED STATES (ACTIVE)
Researchers
- Principal investigator: SI, BING — STATE UNIVERSITY OF NY,BINGHAMTON
- Study coordinator: SI, BING
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: Cardiovascular Diseases, cardiovascular disorder