EDITORIAL
Published on 14 Apr 2023
Editorial: Non-linear analysis and machine learning in cardiology
doi 10.3389/fphys.2023.1183149
- 1,034 views
- Frontiers in Physiology
- Cardiac Electrophysiology
- Research Topics
- Nonlinear Analysis and Machine Learning in Cardiology
Nonlinear Analysis and Machine Learning in Cardiology
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Articles
ORIGINAL RESEARCH
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A comprehensive framework for evaluation of high pacing frequency and arrhythmic optical mapping signals
doi 10.3389/fphys.2023.734356
- 1,329 views
- 2 citations
BRIEF RESEARCH REPORT
Published on 06 Apr 2022
Automated Object Detection in Experimental Data Using Combination of Unsupervised and Supervised Methods
doi 10.3389/fphys.2022.805161
- 2,673 views
- 3 citations
ORIGINAL RESEARCH
Published on 15 Feb 2022
Novel Analysis Method for Beating Cells Videomicroscopy Data: Functional Characterization of Culture Samples
doi 10.3389/fphys.2022.733706
- 1,270 views
- 1 citation
ORIGINAL RESEARCH
Published on 20 Jan 2022
Similarity Score for the Identification of Active Sites in Patients With Atrial Fibrillation
doi 10.3389/fphys.2021.767190
- 1,361 views
- 2 citations
ORIGINAL RESEARCH
Published on 17 Dec 2021
Rotor Localization and Phase Mapping of Cardiac Excitation Waves Using Deep Neural Networks
doi 10.3389/fphys.2021.782176
- 4,105 views
- 12 citations
ORIGINAL RESEARCH
Published on 14 Dec 2021
Machine Learning Prediction of Cardiac Resynchronisation Therapy Response From Combination of Clinical and Model-Driven Data
doi 10.3389/fphys.2021.753282
- 2,886 views
- 19 citations
ORIGINAL RESEARCH
Published on 24 Nov 2021
Cardiac and Autonomic Dysfunctions Assessed Through Recurrence Quantitative Analysis of Electrocardiogram Signals and an Application to the 6-Hydroxydopamine Parkinson’s Disease Animal Model
doi 10.3389/fphys.2021.725218
- 2,373 views
- 2 citations
ORIGINAL RESEARCH
Published on 25 Oct 2021
Cellular Size, Gap Junctions, and Sodium Channel Properties Govern Developmental Changes in Cardiac Conduction
doi 10.3389/fphys.2021.731025
- 4,390 views
- 23 citations
ORIGINAL RESEARCH
Published on 27 Sep 2021
Long-Time Prediction of Arrhythmic Cardiac Action Potentials Using Recurrent Neural Networks and Reservoir Computing
doi 10.3389/fphys.2021.734178
- 2,931 views
- 14 citations
ORIGINAL RESEARCH
Published on 22 Sep 2021
A Phase Defect Framework for the Analysis of Cardiac Arrhythmia Patterns
doi 10.3389/fphys.2021.690453
- 1,943 views
- 8 citations
ORIGINAL RESEARCH
Published on 01 Sep 2021
A Hybrid Approach for Cardiac Blood Flow Vortex Ring Identification Based on Optical Flow and Lagrangian Averaged Vorticity Deviation
doi 10.3389/fphys.2021.698405
- 1,983 views
- 1 citation
