The role of computerized diagnostic proposals in the interpretation of the 12-lead electrocardiogram by cardiology and non-cardiology fellows
Sign Up to like & getrecommendations! Published in 2017 at "International journal of medical informatics"
DOI: 10.1016/j.ijmedinf.2017.02.007
Abstract: INTRODUCTION Most contemporary 12-lead electrocardiogram (ECG) devices offer computerized diagnostic proposals. The reliability of these automated diagnoses is limited. It has been suggested that incorrect computer advice can influence physician decision-making. This study analyzed the… read more here.
Keywords: lead electrocardiogram; cardiology; diagnostic proposals; cardiology fellows ... See more keywords
The screening of congenital heart disease by cardiac auscultation and 12-lead electrocardiogram among Indonesian elementary school students.
Sign Up to like & getrecommendations! Published in 2020 at "Cardiology in the young"
DOI: 10.1017/s1047951120003881
Abstract: BACKGROUND Screening for congenital heart disease (CHD) in school students is well-established in high-income countries; however, data from low-to-middle-income countries including Indonesia are limited. AIM This study aimed to evaluate CHD screening methods by cardiac… read more here.
Keywords: auscultation lead; heart; school; cardiac auscultation ... See more keywords
A new deep learning algorithm of 12-lead electrocardiogram for identifying atrial fibrillation during sinus rhythm
Sign Up to like & getrecommendations! Published in 2021 at "Scientific Reports"
DOI: 10.1038/s41598-021-92172-5
Abstract: Atrial fibrillation (AF) is the most prevalent arrhythmia and is associated with increased morbidity and mortality. Its early detection is challenging because of the low detection yield of conventional methods. We aimed to develop a… read more here.
Keywords: atrial fibrillation; lead electrocardiogram; learning; deep learning ... See more keywords
Conversion of Automated 12-Lead Electrocardiogram Interpretations to OMOP CDM Vocabulary
Sign Up to like & getrecommendations! Published in 2022 at "Applied Clinical Informatics"
DOI: 10.1055/s-0042-1756427
Abstract: Background A computerized 12-lead electrocardiogram (ECG) can automatically generate diagnostic statements, which are helpful for clinical purposes. Standardization is required for big data analysis when using ECG data generated by different interpretation algorithms. The common… read more here.
Keywords: algorithm; ontology; conversion; cdm ... See more keywords
The characteristics of a 12‐lead electrocardiogram measuring premature ventricular contractions originating from the tricuspid annulus using the clock position method
Sign Up to like & getrecommendations! Published in 2022 at "Annals of Noninvasive Electrocardiology"
DOI: 10.1111/anec.13024
Abstract: This study aimed to analyze the conventional surface electrocardiogram (ECG) characteristics of premature ventricular contractions (PVCs) originating from the tricuspid annulus and to investigate the efficacy of locating their origins according to ECG results. read more here.
Keywords: originating tricuspid; characteristics lead; tricuspid annulus; ventricular contractions ... See more keywords
ResNet-50 for 12-Lead Electrocardiogram Automated Diagnosis
Sign Up to like & getrecommendations! Published in 2022 at "Computational Intelligence and Neuroscience"
DOI: 10.1155/2022/7617551
Abstract: Nowadays, the implementation of Artificial Intelligence (AI) in medical diagnosis has attracted major attention within both the academic literature and industrial sector. AI would include deep learning (DL) models, where these models have been achieving… read more here.
Keywords: diagnosis; resnet lead; lead electrocardiogram;
An implantable loop recorder or smartphone based single-lead electrocardiogram to detect arrhythmia in adults with congenital heart disease?
Sign Up to like & getrecommendations! Published in 2023 at "Frontiers in Cardiovascular Medicine"
DOI: 10.3389/fcvm.2022.1099014
Abstract: Background The European Society of Cardiology (ESC) guidelines for the management of adult congenital heart disease (ACHD) recommend screening in patients at risk for arrhythmic events. However, the optimal mode of detection is unknown. Methods… read more here.
Keywords: lead electrocardiogram; single lead; based single; smartphone based ... See more keywords
Automatic Multichannel Electrocardiogram Record Classification Using XGBoost Fusion Model
Sign Up to like & getrecommendations! Published in 2022 at "Frontiers in Physiology"
DOI: 10.3389/fphys.2022.840011
Abstract: There is an increasing demand for automatic classification of standard 12-lead electrocardiogram signals in the medical field. Considering that different channels and temporal segments of a feature map extracted from the 12-lead electrocardiogram record contribute… read more here.
Keywords: classification; lead electrocardiogram; fusion model; model ... See more keywords
The Reconstruction of a 12-Lead Electrocardiogram from a Reduced Lead Set Using a Focus Time-Delay Neural Network.
Sign Up to like & getrecommendations! Published in 2021 at "Acta Cardiologica Sinica"
DOI: 10.6515/acs.202101_37(1).20200712a
Abstract: Background The 12-lead electrocardiogram (ECG) is the gold-standard ECG method used by cardiologists. However, accurate electrode placement is difficult and time consuming, and can lead to incorrect interpretation. Objectives The objective of this study was… read more here.
Keywords: lead electrocardiogram; lead set; reduced lead; time ... See more keywords