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

Recruiting
Conditions
Surgery--Complications
Interventions
Other: Patients diagnosed with postoperative complications
Other: Patients without postoperative complications
Registration Number
NCT04884841
Lead Sponsor
China National Center for Cardiovascular Diseases
Brief Summary

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.

Detailed Description

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.

Recruitment & Eligibility

Status
RECRUITING
Sex
All
Target Recruitment
70000
Inclusion Criteria

Age more than 18 years Undergoing Cardiovascular surgery

Exclusion Criteria

Missing primary outcomes or variables

Study & Design

Study Type
OBSERVATIONAL
Study Design
Not specified
Arm && Interventions
GroupInterventionDescription
Patients with postoperative complicationsPatients diagnosed with postoperative complicationsPatients with postoperative complications
Patients without postoperative complicationsPatients without postoperative complicationsPatients without postoperative complications
Primary Outcome Measures
NameTimeMethod
postoperative complications: ECMO30 days

patients with ECMO

postoperative complications: acute kidney injury30 dyas

Diagnosed acute kidney injury (KDIGO)

postoperative complications: Infection30 days

Diagnosed infection

postoperative complications: delirium30 days

Diagnosed delirium (CAM,CAM-ICU)

postoperative complications: MACCE30 days, as follow up

Diagnosed MACCE

postoperative complications: Chronic Kidney disease30 days, as follow up

Diagnosed Chronic Kidney disease

postoperative complications: major bleeding30 days

Diagnosed major bleeding

postoperative complications: postoperative pulmonary complications30 days

Diagnosed postoperative pulmonary complications

postoperative complications: IABP30 days

patients with IABP

Ventilation timeThrough study completion, an average of 7 days

Number of hours the patient with mechanical ventilation

Length of ICU stayThrough study completion, an average of 30 days

Number of days the patient stays in the intensive care unit

Secondary Outcome Measures
NameTimeMethod
Total hospital costsThrough study completion, an average of 30 days

Total cost of the stay in the hospitalization (USD)

ICU costsThrough study completion, an average of 30 days

Total cost of the stay in the intensive care unit (USD)

Length of hospital stayThrough study completion, an average of 30 days

Number of days the patient stays in the hospital

Length of postoperative hospital stayThrough study completion, an average of 30 days

Number of days the patient stays in the hospital after surgery

Trial Locations

Locations (1)

Fuwai Hospital, China National Center for Cardiovascular Diseases, CAMS&PUMC

🇨🇳

Beijing, China

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