Cardiac disease
Conditions
Interventions
in 
based 
on 
machine 
learning 
model 
Gold Standard:Clinical outcomes
Sponsors
Shanghai East Hospital, Tongji University School of Medicine
Eligibility
Sex/Gender
All
Age
40 Years to 80 Years
Inclusion criteria
Inclusion criteria: Retrospective patients data registration is conducted according to the requirements of Chinese cardiac surgery registration study and combined with the characteristics of patients undergoing cardiac surgery in our center.
Exclusion criteria
Exclusion criteria: 1. Patients with missing clinical data; 2. Patients who refused to participate in the study; 3. Patients who do not conform to the type of surgery in this study.
Design outcomes
Primary
| Measure | Time frame |
|---|---|
| SEN, SPE, ACC, AUC of ROC, PV+, PV-; | — |
Countries
China
Contacts
Public ContactZhang Yangyang
Shanghai Dongfang Hospital
Outcome results
None listed