Predicting periodontal diseases using advanced modeling techniques
Official title: Sequential Modeling for Prediction of Periodontal Diseases: an intra-Collaborative Practice-based Research study (ICPRS)
Funded at Temple Univ of the Commonwealth · NIH-10928823 · Data updated 2026-11-12
This study is working on a new way to predict gum diseases using advanced technology and teamwork among health experts, so that both students and faculty can learn how to better care for patients' gum health.
Quick facts
| Grant type | U01 cooperative agreement |
|---|---|
| Study type | NIH-funded research |
| Funding institution | Temple Univ of the Commonwealth NIH-funded |
| Lab location | 1 site (Philadelphia, United States) |
| Project start | September 13, 2023 |
| Project end | June 30, 2028 |
| Funding year | 2024 |
| Award (this year) | $710,819 |
| NIH project number | 5U01DE033259-02 |
| Project ID | NIH-10928823 on NIH RePORTER |
Who could benefit from this research
✓Could help
Ideal candidates for this research are adults aged 21 and older who are at risk for or currently experiencing periodontal diseases.
✕Less likely to help
Patients with no history of periodontal disease or those under 21 years old may not receive any benefit from this research.
What this research studies
This research focuses on developing a predictive model for periodontal diseases by utilizing advanced sequencing techniques and artificial intelligence. It involves training faculty and students in applied clinical research to enhance their skills in patient-oriented research. The project will extract relevant medical metrics from real-time medical records to improve the accuracy of periodontal disease management. By fostering collaboration among various health disciplines, the research aims to create a comprehensive approach to understanding and predicting periodontal health.
Why it matters
Potential benefit: If successful, this research could lead to more accurate predictions and better management of periodontal diseases, ultimately improving patient outcomes.
How similar studies have gone: Previous research has shown promise in using similar predictive modeling approaches for other health conditions, indicating potential success for this novel application in periodontal disease.
Where this research is happening
-
Temple Univ of the Commonwealth
Philadelphia, United States Active
Researchers
- Principal investigator: Tellez Merchan, Marisol — Temple Univ of the Commonwealth
- Study coordinator: Tellez Merchan, Marisol
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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.