An AI system to automatically assess dietary habits
A Human-Mimetic AI System for Automatic, Passive and Objective Dietary Assessment
This study is testing a smart AI tool that uses wearable technology to help people easily track what they eat in their everyday lives, so they can make healthier choices and manage conditions like obesity, diabetes, and heart disease.
Quick facts
| Grant type | R01 grant |
|---|---|
| Study type | NIH-funded research |
| Funding institution | University of Pittsburgh at Pittsburgh NIH-funded |
| Lab location | 1 site (Pittsburgh, United States) |
| Project ID | NIH-10762468 on NIH RePORTER |
What this research studies
This research focuses on developing an advanced AI system that can automatically and objectively assess dietary intake in real-world settings. By utilizing wearable technology and sophisticated algorithms, the system aims to provide accurate dietary assessments that can help individuals understand their eating habits. The goal is to empower patients to make healthier lifestyle choices, particularly in relation to chronic diseases linked to poor diet, such as obesity, diabetes, and cardiovascular diseases. The research team has extensive experience in dietary assessment and aims to create a tool that simplifies this process for both researchers and patients.
Who could benefit from this research
Good fit: Ideal candidates for this research include individuals aged 0-21 and adults who are interested in improving their dietary habits and managing chronic health conditions.
Not a fit: Patients who are not interested in dietary changes or who have no chronic health conditions related to diet may not benefit from this research.
Why it matters
Potential benefit: If successful, this research could lead to improved dietary habits and better health outcomes for individuals at risk of chronic diseases.
How similar studies have performed: Other research has shown promise in using technology for dietary assessment, indicating that this approach could be effective.
Where this research is happening
Pittsburgh, United States
- University of Pittsburgh at Pittsburgh — Pittsburgh, United States (Active)
Researchers
- Principal investigator: Sun, Mingui — University of Pittsburgh at Pittsburgh
- Study coordinator: Sun, Mingui
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.