Development and Validation of Models to Predict Postoperative Complications for Patients With Cardiac Surgery

Study Results

Results pending

The study team has not published outcome measurements, participant flow, or safety data for this trial yet. Check back later for updates.

Basic Information

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Recruitment Status

RECRUITING

Total Enrollment

70000 participants

Study Classification

OBSERVATIONAL

Study Start Date

2012-01-01

Study Completion Date

2025-12-12

Brief Summary

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Patients undergoing cardiac surgery is routinely performed in clinical scenarios, highly postoperative morbidities and long-term mortality should be modified. A simple risk prediction model incorporating risk factors can help guide clinical decision making, patient counseling and treatment planning.

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Detailed Description

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Patients undergoing cardiac surgery is routinely performed in clinical scenarios, highly postoperative morbidities and long-term mortality should be modified.A nomogram is a pictorial representation of a scoring model that possesses a simple user interface and shows favorable predictive performance. By integrating a patient's diverse determinant variables, a nomogram can provide a personalized probability for quantitative predictions of the incidence of an outcome of interest.Therefore, we conducted a retrospective study to assess the incidence, risk factors and outcomes associated with major complications patients undergoing cardiac surgery.

Conditions

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Surgery--Complications

Study Design

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Observational Model Type

COHORT

Study Time Perspective

OTHER

Study Groups

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Patients with postoperative complications

Patients diagnosed with postoperative complications

Intervention Type OTHER

Patients diagnosed with postoperative complications (Acute kidney injury, Chronic Kidney disease, Infection, Delirium, MACCE, Myocardial infarction, Postoperative pulmonary complications, major bleeding, ECMO, IABP....)

Patients without postoperative complications

Intervention Type OTHER

Patients without postoperative complications

Interventions

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Patients diagnosed with postoperative complications

Patients diagnosed with postoperative complications (Acute kidney injury, Chronic Kidney disease, Infection, Delirium, MACCE, Myocardial infarction, Postoperative pulmonary complications, major bleeding, ECMO, IABP....)

Intervention Type OTHER