RecruitingNCT07304323

Prepare II - Predictive Model Training and External Validation

Transforming Rehabilitation: Personalised Care for a Better Quality of Life (PREPARE, Phase 2)


Sponsor

I.R.C.C.S Ospedale Galeazzi-Sant'Ambrogio

Enrollment

400 participants

Start Date

Oct 8, 2025

Study Type

OBSERVATIONAL

Conditions

Summary

The general aim of the project is training and testing a predictive model of inpatient rehabilitation stay after hip and knee replacement for osteoarthritis. This specific part focuses on data collection and analysis for the model validation.


Eligibility

Min Age: 18 Years

Plain Language Summary

Simplified for easier understanding

This study is building and validating a predictive model to identify which patients are most likely to achieve good functional recovery after hip or knee replacement surgery. By training the model on historical patient data and then testing it on a new group, researchers hope to create a reliable tool that can help clinicians personalize rehabilitation plans after joint surgery. **You may be eligible if...** - You are 18 years or older - You had a total hip replacement (THR) or total knee replacement (TKR) at a specific Italian orthopedic hospital in 2018 - You were then transferred to inpatient rehabilitation at the same hospital - Your surgery was performed for osteoarthritis of the hip or knee (primary or secondary) **You may NOT be eligible if...** - You are under 18 years old Talk to your doctor to see if this trial is right for you.

This summary was AI-generated to explain the trial in plain language. It is not medical advice. Always discuss eligibility with your doctor before enrolling in a clinical trial.

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Interventions

OTHERFunctional rehabilitation

Functional rehabilitation is standardized educational and physical therapy to restore physical and activities of daily living function before discharge. Pain management, blood management and iron diet are also provided based on standard conditions (e.g. patient-reported pain, postoperative day and hemoglobin levels).


Locations(1)

IRCCS Ospedale Galeazzi-Sant'Ambrogio

Milan, Italy

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NCT07304323