AIMC Topic: Myocardial Infarction

Clear Filters Showing 31 to 40 of 240 articles

Improving myocardial infarction diagnosis with Siamese network-based ECG analysis.

PloS one Jan 30, 2025
BACKGROUND: Heart muscle damage from myocardial infarction (MI) is brought on by insufficient blood flow. The leading cause of death for middle-aged and older people worldwide is myocardial infarction (MI), which is difficult to diagnose because it h...
Algorithms Electrocardiography Myocardial Infarction Humans Neural Networks, Computer
View on PubMed DOI

A deep-learning system integrating electrocardiograms and laboratory indicators for diagnosing acute aortic dissection and acute myocardial infarction.

International journal of cardiology Jan 27, 2025
BACKGROUND: Acute Stanford Type A aortic dissection (AAD-type A) and acute myocardial infarction (AMI) present with similar symptoms but require distinct treatments. Efficient differentiation is critical due to limited access to radiological equipmen...
Humans Prospective Studies Female Aged Myocardial Infarction Aortic Dissection Male Middle Aged Deep Learning Electrocardiography
View on PubMed DOI

Prognosis modelling of adverse events for post-PCI treated AMI patients based on inflammation and nutrition indexes.

BMC cardiovascular disorders Jan 23, 2025
OBJECTIVE: This study aimed to evaluate the predictive performance of inflammatory and nutritional indices for adverse cardiovascular events (ACE) in patients with acute myocardial infarction (AMI) after percutaneous coronary intervention (PCI) using...
Humans Neural Networks, Computer Myocardial Infarction Inflammation Mediators Nutritional Status Middle Aged Nutrition Assessment Risk Assessment Inflammation Treatment Outcome Decision Trees Predictive Value of Tests Percutaneous Coronary Intervention Female Risk Factors Aged Male Machine Learning Decision Support Techniques Biomarkers
View on PubMed DOI

Machine learning-based interpretation of non-contrast feature tracking strain analysis and T1/T2 mapping for assessing myocardial viability.

Scientific reports Jan 4, 2025
Assessing myocardial viability is crucial for managing ischemic heart disease. While late gadolinium enhancement (LGE) cardiovascular magnetic resonance (CMR) is the gold standard for viability evaluation, it has limitations, including contraindicati...
Humans Machine Learning Retrospective Studies Female Magnetic Resonance Imaging Myocardium Myocardial Infarction Image Interpretation, Computer-Assisted Aged Male Middle Aged Contrast Media
View on PubMed DOI

Machine learning for predicting acute myocardial infarction in patients with sepsis.

Scientific reports Dec 24, 2024
Acute myocardial infarction (AMI) and sepsis are the leading causes of high mortality rates in intensive care units. While sepsis frequently affects the cardiovascular system, distinguishing between sepsis-induced cardiomyopathy and AMI remains chall...
Aged Male Middle Aged Sepsis Critical Illness Intensive Care Units Female Myocardial Infarction Humans Machine Learning Algorithms Prognosis
View on PubMed DOI

Identification of Gender Differences in Acute Myocardial Infarction Presentation and Management at Aga Khan University Hospital-Pakistan: Natural Language Processing Application in a Dataset of Patients With Cardiovascular Disease.

JMIR formative research Dec 20, 2024
BACKGROUND: Ischemic heart disease is a leading cause of death globally with a disproportionate burden in low- and middle-income countries (LMICs). Natural language processing (NLP) allows for data enrichment in large datasets to facilitate key clini...
Pakistan Sex Factors Natural Language Processing Myocardial Infarction Hospitals, University Adult Male Cardiovascular Diseases Middle Aged Humans Female Aged
View on PubMed DOI

Residual risk prediction in anticoagulated patients with atrial fibrillation using machine learning: A report from the GLORIA-AF registry phase II/III.

European journal of clinical investigation Dec 11, 2024
BACKGROUND: Although oral anticoagulation decreases the risk of thromboembolism in patients with atrial fibrillation (AF), a residual risk of thrombotic events still exists. This study aimed to construct machine learning (ML) models to predict the re...
Algorithms Female Risk Factors Aged Aged, 80 and over Male Middle Aged Risk Assessment Humans Machine Learning Myocardial Infarction Thrombosis Administration, Oral Atrial Fibrillation Ischemic Attack, Transient Thromboembolism Area Under Curve Anticoagulants Registries Stroke ROC Curve Logistic Models Ischemic Stroke
View on PubMed DOI

An exploration into the diagnostic capabilities of microRNAs for myocardial infarction using machine learning.

Biology direct Dec 10, 2024
BACKGROUND: MicroRNAs (miRNAs) have shown potential as diagnostic biomarkers for myocardial infarction (MI) due to their early dysregulation and stability in circulation after MI. Moreover, they play a crucial role in regulating adaptive and maladapt...
Support Vector Machine MicroRNAs Myocardial Infarction Biomarkers Gene Expression Profiling Computational Biology Humans Machine Learning
View on PubMed DOI

Time-frequency transformation integrated with a lightweight convolutional neural network for detection of myocardial infarction.

BMC medical imaging Dec 2, 2024
Myocardial infarction (MI) is a life-threatening medical condition that necessitates both timely and precise diagnosis. The enhancement of automated method to detect MI diseases from Normal patients can play a crucial role in healthcare. This paper p...
Neural Networks, Computer Algorithms Electrocardiography Myocardial Infarction Wavelet Analysis Humans
View on PubMed DOI

Fair and explainable Myocardial Infarction (MI) prediction: Novel strategies for feature selection and class imbalance correction.

Computers in biology and medicine Nov 29, 2024
The rising incidences of myocardial infarction (MI), often affecting individuals without traditional risk factors, highlight the urgent need for improved early detection using personal health data. However, health surveys and electronic health record...
Male Middle Aged Myocardial Infarction Female Humans Risk Factors Neural Networks, Computer Aged Electronic Health Records Adult
View on PubMed DOI
Popular Topics
Recent Journals