Creating personalized models to improve hand function after injury or disease
A Transfer Learning Framework for Creating Subject-Specific Musculoskeletal Models of the Hand
['FUNDING_R21'] · UNIVERSITY OF FLORIDA · NIH-10040078
This study is looking at how everyone's unique hand structure affects how well they can use their hands, especially for people with conditions like stroke, arthritis, or amputation, so that we can create personalized treatments to help improve their hand function and overall quality of life.
Quick facts
| Phase | ['FUNDING_R21'] |
|---|---|
| Study type | Nih_funding |
| Sex | All |
| Sponsor | UNIVERSITY OF FLORIDA (nih funded) |
| Locations | 1 site (GAINESVILLE, UNITED STATES) |
| Trial ID | NIH-10040078 on ClinicalTrials.gov |
What this research studies
This research investigates how individual differences in anatomy and biomechanics affect hand function, particularly for patients with conditions like stroke, osteoarthritis, or amputation. By collecting detailed datasets on hand mechanics and muscle activity, the study aims to develop personalized models that can predict how changes in the hand's structure influence its ability to produce force. This approach will help tailor treatments and rehabilitation strategies to better meet the needs of each patient, ultimately improving their hand function and quality of life.
Who could benefit from this research
Good fit: Ideal candidates for this research include adults over 21 years old who have experienced hand function loss due to conditions like stroke, osteoarthritis, or traumatic injuries.
Not a fit: Patients with hand function intact or those under 21 years old may not receive benefit from this research.
Why it matters
Potential benefit: If successful, this research could lead to more effective, personalized rehabilitation strategies for individuals with hand impairments.
How similar studies have performed: Other research has shown promise in using personalized biomechanical models to improve treatment outcomes, indicating that this approach could be effective.
Where this research is happening
GAINESVILLE, UNITED STATES
- UNIVERSITY OF FLORIDA — GAINESVILLE, UNITED STATES (ACTIVE)
Researchers
- Principal investigator: NICHOLS, JENNIFER A. — UNIVERSITY OF FLORIDA
- Study coordinator: NICHOLS, JENNIFER A.
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.