Predicting the Occurrence of Major Adverse Cardiac Events in Patients with Acute Coronary Syndrome Using Synthetic Minority Oversampling Technique and Machine Learning Approach

2021 ◽  
pp. 140-148
Author(s):  
Huilin Zheng ◽  
Batireedui Baterdene ◽  
Jong Yun Lee
Keyword(s):  
Machine Learning ◽  
Acute Coronary Syndrome ◽  
Major Adverse Cardiac Events ◽  
Learning Approach ◽  
Cardiac Events ◽  
Coronary Syndrome ◽  
Adverse Cardiac Events ◽  
Machine Learning Approach

Diagnostic and prognostic impact of circulating microRNA-208b and microRNA-499 in patients with acute coronary syndrome

2020 ◽  
Vol 14 (2) ◽  
pp. 87-95
Author(s):  
Wei Wang ◽  
Tai Li ◽  
Lei Gao ◽  
Yang Li ◽  
Ying Sun ◽  
...  
Keyword(s):  
Acute Coronary Syndrome ◽  
Proportional Hazards ◽  
Cox Proportional Hazards ◽  
Major Adverse Cardiac Events ◽  
Circulating Microrna ◽  
Prognostic Impact ◽  
Cardiac Events ◽  
Primary Analysis ◽  
Coronary Syndrome ◽  
Adverse Cardiac Events

Aim: This study aimed to investigate the correlation between the expression of circulating miR-208b and miR-499 and acute coronary syndrome (ACS) patients. Materials & methods: A total of 160 consecutive patients with ACS and 48 healthy control subjects were enrolled for primary analysis. The ACS patients (n = 160) were followed up for 6 months for further analysis regarding major adverse cardiac events. Results: Area under the curve values of miR-208b and miR-499 for predicting ACS were 0.910 and 0.851 (p < 0.001, respectively). Cox proportional hazards regression analysis revealed that miR-208b but not miR-499 was an independent predictor of major adverse cardiac events. Conclusion: Circulating miR-208b and miR-499 could be considered as diagnostic or prognostic biomarkers for patients with ACS.

Referral decisions based on a prehospital HEART score in suspected non-ST-elevation acute coronary syndrome: design of the FamouS Triage 3 study

2020 ◽  
Vol 16 (4) ◽  
pp. 217-226
Author(s):  
Dominique N van Dongen ◽  
Rudolf T Tolsma ◽  
Marion J Fokkert ◽  
Erik A Badings ◽  
Aize van der Sluis ◽  
...  
Keyword(s):  
Acute Coronary Syndrome ◽  
Risk Stratification ◽  
Major Adverse Cardiac Events ◽  
Cardiac Events ◽  
Heart Score ◽  
Coronary Syndrome ◽  
Referral Decisions ◽  
Adverse Cardiac Events ◽  
St Elevation ◽  
Elevation Acute Coronary Syndrome

Background: It is not yet investigated whether referral decisions based on prehospital risk stratification of non-ST-elevation Acute Coronary Syndrome (NSTE-ACS) by the complete History, ECG, Age, Risk factors and initial Troponin (HEART) score are feasible and safe. Hypothesis: Implementation of referral decisions based on the prehospital acquired HEART score in patients with suspected NSTE-ACS is feasible and not inferior to routine management in the occurrence of major adverse cardiac events within 45 days. Study design & methods: FamouS Triage 3 is a feasibility study with a before–after sequential design. The aim is to assess whether prehospital HEART-score management including point-of-care troponin measurement is feasible and noninferior to routine management. Primary end point is the occurrence of major adverse cardiac events within 45 days. Conclusion: If referral decisions based on prehospital acquired risk stratification are feasible and noninferior this can become the new prehospital management in suspected NSTE-ACS.

scholarly journals Association of Anhedonia With Recurrent Major Adverse Cardiac Events and Mortality 1 Year After Acute Coronary Syndrome

2010 ◽  
Vol 67 (5) ◽  
pp. 480 ◽  
Author(s):  
Karina W. Davidson ◽  
Matthew M. Burg ◽  
Ian M. Kronish ◽  
Daichi Shimbo ◽  
Lucia Dettenborn ◽  
...  
Keyword(s):  
Acute Coronary Syndrome ◽  
Major Adverse Cardiac Events ◽  
Cardiac Events ◽  
Coronary Syndrome ◽  
Adverse Cardiac Events
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