Cardiovascular

Arrhythmias

Latest AI and machine learning research in arrhythmias for healthcare professionals.

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Showing 1534-1554 of 2,007 articles
Evaluating gradient-based explanation methods for neural network ECG analysis using heatmaps.

OBJECTIVE: Evaluate popular explanation methods using heatmap visualizations to explain the predicti...

Jan 2025 39504476
Regression study on fruit-setting days of purple eggplant fruit based on in situ VIS-NIRS and attention cycle neural network.

In the intelligent harvesting of eggplant, the lack of in situ identification technology makes it ch...

Jan 2025 39801230
A Machine Learning Algorithm to Predict Medical Device Recall by the Food and Drug Administration.

INTRODUCTION: Medical device recalls are important to the practice of emergency medicine, as unsafe ...

Jan 2025 39918157
ECG-guided individual identification via PPG

Photoplethsmography (PPG)-based individual identification aiming at recognizing humans via intrins...

MobileNetV2: A lightweight classification model for home-based sleep apnea screening

This study proposes a novel lightweight neural network model leveraging features extracted from el...

How Panel Layouts Define Manga: Insights from Visual Ablation Experiments

Today, manga has gained worldwide popularity. However, the question of how various elements of man...

[A novel approach for assessing quality of electrocardiogram signal by integrating multi-scale temporal features].

During long-term electrocardiogram (ECG) monitoring, various types of noise inevitably become mixed ...

Dec 2024 40000206
Mamba-based Deep Learning Approaches for Sleep Staging on a Wireless Multimodal Wearable System without Electroencephalography

Study Objectives: We investigate Mamba-based deep learning approaches for sleep staging on signals...

Compact Neural Network Algorithm for Electrocardiogram Classification

In this paper, we present a high-performance, compact electrocardiogram (ECG)-based system for aut...

Explainable machine learning for neoplasms diagnosis via electrocardiograms: an externally validated study

Background: Neoplasms remains a leading cause of mortality worldwide, with timely diagnosis being ...

ECGtizer: a fully automated digitizing and signal recovery pipeline for electrocardiograms

Electrocardiograms (ECGs) are essential for diagnosing cardiac pathologies, yet traditional paper-...

GAF-FusionNet: Multimodal ECG Analysis via Gramian Angular Fields and Split Attention

Electrocardiogram (ECG) analysis plays a crucial role in diagnosing cardiovascular diseases, but a...

Electrocardiogram (ECG) Based Cardiac Arrhythmia Detection and Classification using Machine Learning Algorithms

The rapid advancements in Artificial Intelligence, specifically Machine Learning (ML) and Deep Lea...

Prediction of incident atrial fibrillation using deep learning, clinical models, and polygenic scores.

BACKGROUND AND AIMS: Deep learning applied to electrocardiograms (ECG-AI) is an emerging approach fo...

Dec 2024 39217446
Automated Medical Report Generation for ECG Data: Bridging Medical Text and Signal Processing with Deep Learning

Recent advances in deep learning and natural language generation have significantly improved image...

Electrocardiogram-based diagnosis of liver diseases: an externally validated and explainable machine learning approach

Background: Liver diseases present a significant global health challenge and often require costly,...

High-Throughput Detection of Risk Factors to Sudden Cardiac Arrest in Youth Athletes: A Smartwatch-Based Screening Platform

Sudden Cardiac Arrest (SCA) is the leading cause of death among athletes of all age levels worldwi...

Memories of Forgotten Concepts

Diffusion models dominate the space of text-to-image generation, yet they may produce undesirable ...

Stratification of Early Arrhythmic Risk in Patients Admitted for Acute Coronary Syndrome: The Role of the Machine Learning-Derived "PRAISE Score".

BACKGROUND: The PRAISE (PRedicting with Artificial Intelligence riSk aftEr acute coronary syndrome) ...

Dec 2024 39699030
Artificial intelligence enabled interpretation of ECG images to predict hematopoietic cell transplantation toxicity.

Artificial intelligence (AI)-enabled interpretation of electrocardiogram (ECG) images (AI-ECGs) can ...

Nov 2024 39158065
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