Prediction of 1-Year Mortality from Acute Myocardial Infarction Using Machine Learning

2020/07/26 by Han Cheol Lee, Jin Sup Park, Jeong Cheon Choe +9 · 15 citations
Computer Science · Medicine · Health Professions · #Machine Learning in Healthcare #Acute Myocardial Infarction Research #Medical Coding and Health Information

paper · doi:10.1016/j.amjcard.2020.07.048

Citations

• Hospital Discharge Risk Score System for the Assessment of Clinical Outcomes in Patients With Acute Myocardial Infarction (Korea Acute Myocardial Infarction Registry [KAMIR] Score)
• Transparent Reporting of a multivariable prediction model for Individual Prognosis Or Diagnosis (TRIPOD): Explanation and Elaboration

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• Prognostic Value of Machine Learning in Patients with Acute Myocardial Infarction. [europepmc]
• Improving the Performance of Outcome Prediction for Inpatients With Acute Myocardial Infarction Based on Embedding Representation Learned From Electronic Medical Records: Development and Validation Study. [europepmc]
• Uncovering potential diagnostic biomarkers of acute myocardial infarction based on machine learning and analyzing its relationship with immune cells. [europepmc]
• Risk prediction of inappropriate implantable cardioverter-defibrillator therapy using machine learning. [europepmc]
• Research on Multimodal Fusion of Temporal Electronic Medical Records. [europepmc]
• A cost-sensitive deep neural network-based prediction model for the mortality in acute myocardial infarction patients with hypertension on imbalanced data. [europepmc]
• Prediction of longitudinal clinical outcomes after acute myocardial infarction using a dynamic machine learning algorithm. [europepmc]
• 1-Year Mortality Prediction through Artificial Intelligence Using Hemodynamic Trace Analysis among Patients with ST Elevation Myocardial Infarction. [europepmc]
• Machine learning models to predict 30-day mortality for critical patients with myocardial infarction: a retrospective analysis from MIMIC-IV database. [europepmc]
• Mortality prediction of inpatients with NSTEMI in a premier hospital in China based on stacking model. [europepmc]
• Prediction of Hospital Mortality in Patients with ST Segment Elevation Myocardial Infarction: Evolution of Risk Measurement Techniques and Assessment of Their Effectiveness (Review). [europepmc]
• Large Language Models and Artificial Neural Networks for Assessing 1-Year Mortality in Patients With Myocardial Infarction: Analysis From the Medical Information Mart for Intensive Care IV (MIMIC-IV) Database. [europepmc]
• Enhancing one-year mortality prediction in STEMI patients post-PCI: an interpretable machine learning model with risk stratification. [europepmc]
• Global performance of machine learning models to predict all-cause mortality: systematic review and meta-analysis. [europepmc]
• Development and validation of a neural network survival prediction model for ischemic heart disease. [europepmc]