Status:
COMPLETED
Machine Learning Prediction of Multiple Infections in Elderly Surgical Patients
Lead Sponsor:
Weidong Mi
Conditions:
Postoperative Infection
Geriatrics
Eligibility:
All Genders
65+ years
Brief Summary
Utilizing machine learning techniques, investigators developed the geriatric infection assessment model, leveraging domestic databases to predict multiple postoperative infections in elderly patients....
Detailed Description
Backgrounds: Postoperative infections are a leading cause of adverse perioperative outcomes, particularly for elderly patients. Given the varied diagnostic presentations of infection, there is a sign...
Eligibility Criteria
Inclusion
- Age ≥ 65 years;
- Patients undergoing surgeries not involving local anesthesia.
Exclusion
- Patients undergoing neurosurgery or cardiac surgery;
- Patients with preoperative infections (including pneumonia, SSIs, UTIs, and bloodstream infections).
Key Trial Info
Start Date :
September 1 2022
Trial Type :
OBSERVATIONAL
Allocation :
ACTUAL
End Date :
March 30 2024
Estimated Enrollment :
42540 Patients enrolled
Trial Details
Trial ID
NCT06547281
Start Date
September 1 2022
End Date
March 30 2024
Last Update
September 24 2024
Active Locations (1)
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1
Depatment of Anesthesiology, The First Medical Center Affiliation: Chinese PLA General Hospital
Beijing, Beijing Municipality, China, 100853