NCT06491459
Completed
Not Applicable
Predicting Postoperative Pulmonary Infection in Elderly Patients Undergoing Major Surgery: a Study Based on Logistic Regression and Machine Learning Models
Wuhan Union Hospital, China1 site in 1 country9,481 target enrollmentJanuary 1, 2024
Overview
- Phase
- Not Applicable
- Intervention
- Not specified
- Conditions
- Postoperative Pulmonary Infection in Elderly Patients
- Sponsor
- Wuhan Union Hospital, China
- Enrollment
- 9481
- Locations
- 1
- Primary Endpoint
- the incidence of postoperative pulmonary infection during hospitalization
- Status
- Completed
- Last Updated
- last year
Overview
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 aim to compare different algorithms to predict postoperative pulmonary infection in elderly patients and to assess the risk of postoperative pulmonary infection in elderly patients.
Investigators
Eligibility Criteria
Inclusion Criteria
- •age ≥ 65 years
- •patients who were mechanically ventilated under major surgery
Exclusion Criteria
- •preoperative tracheal intubation
- •preoperative pneumonia
- •organ transplantation
- •missing data
Outcomes
Primary Outcomes
the incidence of postoperative pulmonary infection during hospitalization
Time Frame: through study completion, an average of 30 days
the incidence of postoperative pulmonary infection during hospitalization
Study Sites (1)
Loading locations...
Similar Trials
Unknown
Not Applicable
Development and Validation of a Predictive Model for Postoperative Pulmonary Complications in Elderly PatientsPostoperative Pulmonary ComplicationsNCT05506163Wuhan Union Hospital, China10,000
Not yet recruiting
Not Applicable
Different Algorithm Models to Predict Postoperative Pulmonary Complications in Elderly PatientsPostoperative Pulmonary ComplicationsNCT05671939Wuhan Union Hospital, China10,000
Not yet recruiting
Not Applicable
Prevention and Treatment of Perioperative Lung Injury in Elderly PatientsPostoperative Pulmonary ComplicationsElderly PatientsNCT05701449Wuhan Union Hospital, China5,000
Completed
Not Applicable
Predicting risk of postoperative pulmonary complications with history and physical examinatioElective abdominal surgeryJPRN-UMIN000002753Department of Surgery, Jichi Medical University676
Completed
Not Applicable
Preoperative Diagnostic Tests for Pulmonary Risk Assessment in COPDLung Diseases, ObstructivePostoperative ComplicationsNCT02566343Universitätsklinikum Hamburg-Eppendorf365