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NCT05671939 Clinical Trial

Different Algorithm Models to Predict Postoperative Pulmonary Complications in Elderly Patients

Postoperative Pulmonary Complications Clinical Trial

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

Clinical Trial Details — Status: Not yet recruiting

Administrative data
NCT number NCT05671939
Other study ID # PPC20221201
Secondary ID
Status Not yet recruiting
Phase
First received
Last updated
Start date January 2023
Est. completion date March 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

Although a number of clinical predictive models were developed to predict postoperative pulmonary complications, few predictive models have been used in elderly patients. In this study, the researchers aim to compare different algorithms to predict postoperative pulmonary complications in elderly patients and to assess the risk of postoperative pulmonary complications in elderly patients.

Description:

Postoperative pulmonary complications occur frequently, which is an important cause of death and morbidity. Age has been an important predictor of postoperative pulmonary complications. As the world's population ages, more and more older people are undergoing surgery as indications for surgery expand. In order to better assess the risk of postoperative pulmonary complications in elderly patients, we plan to use database information and different algorithms such as logistic regression, random forest, and other algorithms to build models respectively and evaluate the effects of the models.

Recruitment information / eligibility
Status Not yet recruiting
Enrollment 10000
Est. completion date March 2023
Est. primary completion date January 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 surgery

Study Design

Related Conditions & MeSH terms

  • 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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