Status:
UNKNOWN
A Multicenter Study on Early Diagnosis of NSTE-ACS Patients Based on Machine Learning Model
Lead Sponsor:
First Affiliated Hospital of Xinjiang Medical University
Collaborating Sponsors:
Shihezi University
Conditions:
NSTEMI - Non-ST Segment Elevation MI
Unstable Angina
Eligibility:
All Genders
18-75 years
Brief Summary
Early diagnosis of NSTEMI and UA patients is mainly through the construction of machine learning model.
Detailed Description
The patients with NSTEMI and UA were included. After manual labeling, the admiss- ion record characteristics of patients were selected. 75% of the data is used to build the model, and 25% of the data ...
Eligibility Criteria
Inclusion
- Patients were included and excluded strictly according to the diagnostic criteria of Chinese guidelines for diagnosis and treatment of Non-STsegment elevation acute coronary syndrome (2016). The patients were admitted to the hospital with chest pain as the main complaint, and were admitted to the first affiliated Hospital of Xinjiang Medical University and the first affiliated Hospital of Medical College of Shihezi Univ- ersity. the patients were diagnosed as NSTEMI and UA by coronary angiography (age range from 30 to 75 years old).
Exclusion
- \- 1. Patients with STEMI, aortic dissecting aneurysm, pneumothorax and other non-cardiogenic chest pain. 2.Severe hepatorenal failure, primary tumor without surgical treatment, non-severe infection complicated with shock and pregnant women. 3.Previous severe valvular disease, viral myocarditis, pericardial effusion, cardiac pacemaker implantation, cardiogenic shock with serious complications, hypertensive heart disease, various cardiomyopathy, congenital heart disease, etc.
- Patients with heart disease, AECOPD, lung tumor and hyperthyroidism were diagnosed in the past.
Key Trial Info
Start Date :
December 20 2020
Trial Type :
OBSERVATIONAL
Allocation :
ACTUAL
End Date :
June 1 2022
Estimated Enrollment :
2500 Patients enrolled
Trial Details
Trial ID
NCT04682756
Start Date
December 20 2020
End Date
June 1 2022
Last Update
December 31 2020
Active Locations (1)
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1
The first affiliated Hospital of Xinjiang Medical University
Ürümqi, Xinjiang, China, 830000