Cardiovascular

Myocardial Infarction

Latest AI and machine learning research in myocardial infarction for healthcare professionals.

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Showing 358-378 of 7,952 articles
Electrocardiogram-Based Artificial Intelligence for Detection of Low Ejection Fraction: A Contemporary Review.

Artificial intelligence (AI) is transforming the role of electrocardiography (ECG) in cardiovascular...

Jun 2025 40548850
An enhanced deep learning framework for muscle artifact removal from ECG signal integrating resnet, GCAB, and BI-LSTM.

Electrocardiogram (ECG) signals are significantly distorted during recording by muscle artifact (MA)...

Jun 2025 40549138
From "time is brain" to "time is collaterals": updates on the role of cerebral collateral circulation in stroke.

BACKGROUND: Acute ischemic stroke (AIS) remains the leading cause of mortality and disability worldw...

Jun 2025 40544391
Applying multimodal AI to physiological waveforms improves genetic prediction of cardiovascular traits.

Electronic health records, biobanks, and wearable biosensors enable the collection of multiple healt...

Jun 2025 40543505
Arrhythmia classification based on multi-input convolutional neural network with attention mechanism.

Arrhythmia is a prevalent cardiac disorder that can lead to severe complications such as stroke and ...

Jun 2025 40526742
ECG-Based Detection of Acute Myocardial Infarction using a Wrist-Worn Device.

BACKGROUND: A wrist-worn wearable device for acquiring limb and chest ECG leads (wECG) may constitut...

Jun 2025 40522809
Artificial Intelligence-Enabled ECG to Detect Congenitally Corrected Transposition of the Great Arteries.

L-loop congenitally corrected transposition of the great arteries (ccTGA) is a rare congenital heart...

Jun 2025 40523997
Towards Artificial Intelligence-based Decision Support for Large-scale Screening for Atrial Fibrillation.

Atrial fibrillation is a prevalent cardiac arrhythmia, significantly increasing the risk of stroke, ...

Jun 2025 40512642
A multimodal dataset for coronary microvascular disease biomarker discovery.

Coronary microvascular disease (CMD), particularly prevalent among women, is associated with increas...

Jun 2025 40506458
A hybrid approach for machine learning based beat classification of ECG using different digital differentiators and DTCWT.

This research paper presents a systematic approach to ECG beat classification using advanced machine...

Jun 2025 40499373
Towards prehospital risk stratification using deep learning for ECG interpretation in suspected acute coronary syndrome.

OBJECTIVES: Most patients presenting with chest pain in the emergency medical services (EMS) setting...

Jun 2025 40480678
The Application of Machine Learning in Warfarin Dose Precision for Diabetic Patients Treated with Statins: A Comparative Study.

PURPOSE: To evaluate the impact of statin therapy on warfarin dose requirements in diabetic patients...

May 2025 40448807
Development Of the VAMPCT Score for Predicting Mortality in CKD Patients with COVID-19.

Chronic kidney disease (CKD) patients with coronavirus disease 2019 (COVID-19) are at significant r...

May 2025 40520884
Phantom-Based Ultrasound-ECG Deep Learning Framework for Prospective Cardiac Computed Tomography.

OBJECTIVE: We present the first multimodal deep learning framework combining ultrasound (US) and ele...

May 2025 40445820
A bibliometric analysis of the 50 most cited articles about artificial intelligence in electrocardiogram.

BACKGROUND: Artificial intelligence (AI) is a modern tool that increases the diagnostic precision of...

May 2025 40439802
Performance of convolutional neural network-enhanced electrocardiography in detecting acute coronary syndrome: focusing on subtypes and reduced leads.

BACKGROUND: Early and accurate diagnosis of acute coronary syndrome (ACS), particularly non-ST-eleva...

May 2025 40447041
Evaluation of the CorPath-GRX technIQ automated movements during robotic-PCI (NAVIGATE GRX study).

BACKGROUND: The second-generation Corepath GRX system utilized artificial intelligence technology, k...

May 2025 40473553
Knowledge-Driven Graph Representation Learning for Myocardial Infarction Localization.

The electrocardiogram (ECG) serves as a crucial tool for myocardial infarction (MI) localization, an...

May 2025 40434860
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