Predicting mobility and daily living independence after a hip fracture
Mobility and Activity of Daily Living Outcomes After a Hip Fracture: Variabeles for Expectation.
Try a machine‑learning tool to predict three‑month mobility and ability to perform everyday activities for adults after a hip fracture.
Quick facts
| Study type | Observational |
|---|---|
| Enrollment | 1200 (estimated) |
| Ages | 18 Years and up |
| Sex | All |
| Sponsor | JointResearch Academic / other |
| Locations | 1 site (Amsterdam) |
| Trial ID | NCT07556263 on ClinicalTrials.gov |
What this trial studies
An observational cohort at OLVG Hospital will use routinely collected clinical, surgical, and demographic data from adults with hip fractures to train a machine‑learning model. The model will aim to predict mobility and independence in activities of daily living three months after the fracture using baseline and perioperative variables. Patients who do not consent to data use are excluded, and outcomes will be measured at three months using standardized mobility and ADL assessments. The model's performance will be validated within the collected cohort and reported with standard prediction metrics.
Who should consider this trial
Good fit: Adults over 18 who have sustained a hip fracture and consent to use of their medical data are the intended participants.
Not a fit: Patients who do not give permission for data use or whose clinical profiles differ markedly from the enrolled population may not receive accurate predictions.
Why it matters
Potential benefit: If successful, the model could give patients and clinicians personalized predictions to guide treatment decisions and rehabilitation planning.
How similar studies have performed: Machine‑learning models have been used successfully to predict mortality after hip fracture, but models specifically predicting post‑surgical mobility and ADL recovery are limited and represent a more novel application.
Eligibility criteria
Show full inclusion / exclusion criteria
Inclusion Criteria: * Patient has obtained a hip fracture, patient is older than 18 years Exclusion Criteria: * The patient does not grant permission for the use of their data
Where this trial is running
Amsterdam
- OLVG hospital — Amsterdam, Netherlands (Recruiting)
How to participate
- Review the eligibility criteria above with your treating physician.
- Visit the official trial page on ClinicalTrials.gov for the most current contact information and recruitment status.
- Contact the listed study coordinator or principal investigator to request pre-screening. Pre-screening is free and never obligates you to enroll.