Related Experiment Video

Updated: Aug 8, 2025

Patient Directed Recording of a Bipolar Three-Lead Electrocardiogram using a Smartwatch with ECG Function
05:03

Patient Directed Recording of a Bipolar Three-Lead Electrocardiogram using a Smartwatch with ECG Function

Published on: December 11, 2019

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Algorithms for automated diagnosis of cardiovascular diseases based on ECG data: A comprehensive systematic review

Hanna Vitaliyivna Denysyuk1, Rui João Pinto2, Pedro Miguel Silva2

  • 1Instituto de Telecomunicações, Universidade da Beira Interior, 6200-001 Covilhã, Portugal.

Heliyon
|February 28, 2023
PubMed

Keywords:
AI, Artificial IntelligenceBNN, Binarized Neural NetworkCNN, Concolutional Neural NetworksCardiovascular diseasesDL, Deep LearningDNN, Deep Neural NetworksDiagnosisECG sensorsECG, ElectrocardiographyGAN, Generative Adversarial NetworksGMM, Gaussian Mixture ModelGNB, Gaussian Naive bayesGRU, Gated Recurrent UnitLASSO, Least Absolute Shrinkage and Selection OperatorLDA, Linear Discriminant AnalysisLR, Linear RegressionLSTM, Long Short-Term MemoryML, Machine LearningMLP, Multiplayer PerceptronMLR, Multiple Linear RegressionNLP, Natural Language ProcessingPOAF, Postoperative Atrial FibrillationRF, Random ForestRNN, Recurrent Neural NetworkSHAP, SHapley Additive exPlanationsSVM, Support Vector MachineSystematic reviewWHO, World Health OrganizationkNN, k-nearest neighbors

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