[HTML][HTML] Deep Generative Models: The winning key for large and easily accessible ECG datasets?

G Monachino, B Zanchi, L Fiorillo, G Conte… - Computers in biology …, 2023 - Elsevier
Large high-quality datasets are essential for building powerful artificial intelligence (AI)
algorithms capable of supporting advancement in cardiac clinical research. However …

[HTML][HTML] Synthetic ECG signals generation: A sco** review

B Zanchi, G Monachino, L Fiorillo, G Conte… - Computers in Biology …, 2025 - Elsevier
The scientific community has recently shown increasing interest in generating synthetic ECG
data. In particular, synthetic ECG signals can be beneficial for understanding cardiac …

Modeling the Electrical Activity of the Heart via Transfer Functions and Genetic Algorithms

O Rodríguez-Abreo, M Cruz-Fernandez… - Biomimetics, 2024 - mdpi.com
Although healthcare and medical technology have advanced significantly over the past few
decades, heart disease continues to be a major cause of mortality globally …

A coloured Petri nets-based system for validation of biomedical signal acquisition devices

JIF Júnior, Á Sobrinho, LD Silva, P Cunha… - The Journal of …, 2024 - Springer
Biomedical signal acquisition devices (eg, Electrocardiography—ECG) are relevant for
diagnosing and monitoring persons who have developed a variety of diseases, such as …

Tensor cardiography: A novel ECG analysis of deviations in collective myocardial action potential transitions based on point processes and cumulative distribution …

S Tsukada, Y Iwasaki, YT Tsukada - PLOS Digital Health, 2024 - journals.plos.org
To improve clinical diagnoses, assessments of potential cardiac disease risk, and
predictions of lethal arrhythmias, the analysis of electrocardiograms (ECGs) requires a more …

[PDF][PDF] Accuracy of Mobile 12 Lead ECG Device for Assessment of Qtc Interval in Arrhythmia Patients: A Prospective and Retrospective Validation Study

S Mahajan, S Garg, R Sharma, Y Singh… - European Journal of …, 2023 - researchgate.net
Background: Ambulatory assessment of the heart rate–corrected QT interval (QTc) within
arrhythmia patients can be of diagnostic value where these patients are on QTc-prolonging …

[PDF][PDF] MATHEMATICAL APPROACHES FOR BIOSIGNALS AND APPLICATIONS

MC STRÎMTOREANU, MV MANEA, S BIBIC… - BOOK OF ABSTRACTS … - researchgate.net
In this paper we are going to study the potential of the Van der Pol and Duffing equations for
biosignal analysis with specific applications, which models represent valuable resources for …