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NCT05671926 Clinical Trial

Different Algorithm Models to Predict Postoperative Pneumonia in Elderly Patients

Postoperative Pulmonary Complications Clinical Trial

Official title:
Different Algorithm Models to Predict Postoperative Pneumonia in Elderly Patients

Clinical Trial Details — Status: Not yet recruiting

Administrative data
NCT number NCT05671926
Other study ID # PPC2021012
Secondary ID
Status Not yet recruiting
Phase
First received
Last updated
Start date January 2023
Est. completion date February 2023

Study information
Verified date December 2022
Source Wuhan Union Hospital, China
Contact Qingping Wu, PhD
Phone 13971605283
Email wqp1968@163.com
Is FDA regulated No
Health authority
Study type Observational

Clinical Trial Summary

The researchers aim to compare different algorithms to predict postoperative pneumonia in elderly patients and to assess the risk of pneumonia in elderly patients.

Description:

Postoperative pneumonia is a common complication that increases the mortality and length of older patients. In order to better assess the risk of postoperative pneumonia in elderly patients, we plan to use database information and different algorithms, such as logistic regression, random forest, and other algorithms respectively to build models and evaluate the effects of the models.

Recruitment information / eligibility
Status Not yet recruiting
Enrollment 10000
Est. completion date February 2023
Est. primary completion date February 2023
Accepts healthy volunteers
Gender All
Age group 65 Years and older
Eligibility Inclusion Criteria: 1. Age 65 years or older 2. receiving invasive ventilation during general anesthesia for surgery Exclusion Criteria: 1. preoperative mechanical ventilation 2. procedures related to a previous surgical complication 3. a second operation after surgery 4. organ transplantation 5. discharged within 24 hours after surgery 6. cardiac and thoracic surgery

Study Design

Related Conditions & MeSH terms

  • Pneumonia
  • Postoperative Pulmonary Complications

Locations
Country Name City State
n/a

Sponsors (1)
Lead Sponsor Collaborator
Wuhan Union Hospital, China

Outcome
Type Measure Description Time frame Safety issue
Primary Postoperative pulmonary complications within one week after surgery
Secondary Postoperative pulmonary complications 30 days after surgery
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