Status:
COMPLETED
Predicting Postoperative Pulmonary Infection in Elderly Patients Undergoing Major Surgery: a Study Based on Logistic Regression and Machine Learning Models
Lead Sponsor:
Union Hospital, Tongji Medical College, Huazhong University of Science and Technology
Conditions:
Postoperative Pulmonary Infection in Elderly Patients
Eligibility:
All Genders
65+ years
Brief Summary
Although a number of clinical predictive models were developed to predict postoperative pulmonary infection, few predictive models have been used in elderly patients. In this study, the researchers ai...
Eligibility Criteria
Inclusion
- age ≥ 65 years
- patients who were mechanically ventilated under major surgery
Exclusion
- preoperative tracheal intubation
- preoperative pneumonia
- organ transplantation
- missing data
Key Trial Info
Start Date :
January 1 2024
Trial Type :
OBSERVATIONAL
Allocation :
ACTUAL
End Date :
June 1 2024
Estimated Enrollment :
9481 Patients enrolled
Trial Details
Trial ID
NCT06491459
Start Date
January 1 2024
End Date
June 1 2024
Last Update
July 9 2024
Active Locations (1)
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1
Union Hospital, Tongji Medical College, Huazhong University of Science and Technology
Wuhan, Hubei, China, 430022