Using wearable sensors and AI to assess daily living activities in older adults with mild cognitive impairment.
Wearable Sensors and AI to Recognize and Evaluate IADLs
This study is looking at how smart sensors and technology can help us understand the daily activities of older adults with mild cognitive impairment, so we can better support their balance and mobility in everyday life.
Quick facts
| Grant type | R21 grant |
|---|---|
| Study type | NIH-funded research |
| Funding institution | Vanderbilt University Medical Center NIH-funded |
| Lab location | 1 site (Nashville, United States) |
| Project ID | NIH-11035682 on NIH RePORTER |
What this research studies
This research investigates how wearable sensors and artificial intelligence can help evaluate the daily living activities of older adults experiencing mild cognitive impairment (MCI). By combining physical and occupational therapy with advanced technology, the project aims to create a system that accurately measures balance and mobility in real-world settings. Participants will engage in tasks that require both movement and cognitive effort, allowing researchers to better understand the challenges faced by individuals with MCI. The goal is to improve the detection of functional difficulties associated with MCI, ultimately enhancing patient care.
Who could benefit from this research
Good fit: Ideal candidates for this research are older adults diagnosed with mild cognitive impairment who may struggle with daily activities.
Not a fit: Patients without cognitive impairment or those who do not engage in daily living activities may not benefit from this research.
Why it matters
Potential benefit: If successful, this research could lead to more accurate assessments of mobility and daily living capabilities in older adults with MCI, improving their quality of life.
How similar studies have performed: Previous research has shown promise in using cognitive-motor dual-task assessments, indicating potential for success in this innovative approach.
Where this research is happening
Nashville, United States
- Vanderbilt University Medical Center — Nashville, United States (Active)
Researchers
- Principal investigator: Cole, Keith — Vanderbilt University Medical Center
- Study coordinator: Cole, Keith
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.