Article

Deep Learning Approach based on 1D Convolutional Neural Networks for predicting Sudden Cardiac Arrest

2021-07-02

Abstract excerpt

Sudden cardiac arrest (SCA) is a serious heart problem which occur without any apparent symptoms and warning. SCA leads to a large amount of fatality. Hence, predicting the occurrence of SCA is very important. Current traditional methods for predicting a ventricular fibrillation (VF) onset requires a considerably longer-monitoring time of patients, resulting in unprecedented complications. The emerging technology,...

Topics

Open a Topic to create a Post that cites this publication.

Identifiers and source

Literature Corpus work: 0b6c8737-79c1-5cba-b647-fe86f9277017
DOI: 10.22541/au.162524122.28413252/v1

Open publication

Related research

Semantic proximity does not establish scientific evidence.

Click a neighbor to travelStep 1 · 12 closest

Deep Learning Approach based on 1D Convolutional Neural Networks for predicting Sudden Cardiac ArrestDOI 10.22541/au.162524122.28413252/v1Read

A Comparative Study of Convolutional Neural Network and Recurrent Neural Network models for Analysis of Cardiac Arrest Rhythms during Cardiopulmonary ResuscitationSemantic proximity Read

AFibNet: An Implementation of Atrial Fibrillation Detection With Convolutional Neural NetworkSemantic proximity Read

A Hybrid Model Combining 1D-CNN and BERT for Intelligent ECG Arrhythmia ClassificationSemantic proximity Read

Deep learning-based ROSC prediction and ECG phenotyping in out-of-hospital cardiac arrest.Semantic proximity Read

A One-Dimensional Serial ECG Diagnosis Approach Based on Ensemble Deep LearningSemantic proximity Read

Machine Learning, Deep Learning, and Hybrid Approaches for ECG-Based Cardiac Arrhythmia Detection: Techniques, Challenges, and Future PerspectivesSemantic proximity Read

Deep Learning Approaches for Electrocardiogram (ECG) Analysis: Challenges and ApplicationsSemantic proximity Read

A Multicenter Validation Study of the Deep Learning-based Early Warning Score for Predicting in-hospital Cardiac Arrest in Patients Admitted to General WardsSemantic proximity Read

Ensemble Post-hoc Explainable AI for Multilead ECG: Identifying Disease-Relevant Features in Single-Lead InterpretationsSemantic proximity Read

Cardiac Arrhythmia Detection using Dual Tree Wavelet Transform and Convolutional Neural NetworkSemantic proximity Read

Enhancing ECG Signal Data through Denoising Features with Transformer Generative Adversarial Networks for Model Classification 1D-CNNSemantic proximity Read

Electrocardiogram-Based Deep Learning for Time-Resolved Prediction of Heart Failure With Reduced Ejection Fraction: A Multinational StudySemantic proximity Read