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NCT06218758

Prediction Model for PPCs in Patients Undergoing Lung Transplantation Using Machine Learning

Completed Last updated 1 August 2025
What this trial tests

trial testing General anesthesia in Lung Transplantation in 214 participants. Completed in 30 June 2025.

Timeline
22 January 2024
Primary endpoint
30 June 2025
30 June 2025

Quick facts

Lead sponsorPusan National University Yangsan Hospital
StatusCompleted
Study typeOBSERVATIONAL
Enrollment214
Start date22 January 2024
Primary completion30 June 2025
Estimated completion30 June 2025
Sites1 location across South Korea

Drugs / interventions tested

Conditions studied

Sponsor

Pusan National University Yangsan Hospital

Who can join

18 and older, any sex, with Lung Transplantation. Patients with the condition only — healthy volunteers not accepted.

Sponsor's own description

Since the first human lung transplantation in 1963, significant advancements in immunosuppressive agents from the mid-1990s have greatly improved the quantity and quality of such procedures. In 2004, a total of 1,815 lung transplantations were globally reported. Patients undergoing this procedure are typically elderly and experience not only impaired lung function but also overall health instability. Despite successful outcomes, postoperative pulmonary complications (PPCs) can lead to serious consequences, including deterioration and fatality. PPCs resulting from lung transplantation may lead to prolonged hospitalization, increased complications, and the need for additional treatment. Various factors, such as age, smoking, pre-existing lung diseases, immunosuppressive drug use, diabetes, hypertension, infections, allergies, and immune disorders, are associated with the development of PPCs. The retrospective analysis of medical records from adult patients who underwent lung transplantation aims to investigate patient characteristics, anesthesia methods, intraoperative tests, and the occurrence of PPCs, with the ultimate goal of analyzing the incidence and risk factors of postoperative respiratory complications and developing a predictive model through machine learning.

Publications & conference data

No peer-reviewed publications indexed yet for this trial. Completed trials usually publish results within 12-18 months.

Verify or expand the search:

Other trials of General anesthesia

Trials testing the same drug.

Other recruiting trials for Lung Transplantation

Currently open trials in the same condition.

Other Pusan National University Yangsan Hospital trials

Trials by the same sponsor.

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Data sources for this page

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