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Papers matching “ECG classification” 32

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An Efficient and Private ECG Classification System Using Split and Semi-Supervised Learning
2023 IEEE Journal of Biomedical and Health Informatics article Medicine ECG Monitoring and Analysis cited by 1 patent

Ahmad Ayad, Mahdi Barhoush, Marian Frei, Benedikt Völker, Anke Schmeink

16

citations
Efficient and Private ECG Classification on the Edge Using a Modified Split Learning Mechanism
2022 IEEE International Conference on Healthcare Informatics (ICHI) conference-paper Medicine ECG Monitoring and Analysis

Ahmad Ayad, Marian Frei, Anke Schmeink

13

citations
Multi-label Classification of Cardiac Abnormalities for Multi-lead ECG Recordings Based on Auto-encoder Features and a Neural Network Classifier
2021 Computing in cardiology conference-paper Medicine ECG Monitoring and Analysis

Onno Linschmann, Maurice Rohr, Christoph Hoog Antink

6

citations
Extended ECG Improves Classification of Paroxysmal and Persistent Atrial Fibrillation Based on P- and f-Waves
2022 Frontiers in Physiology article Medicine Atrial Fibrillation Management and Outcomes Open access

Matthias Daniel Zink, Rita Laureanti, B J M Hermans, Laurent Pison, Sander Verheule, Suzanne Philippens, +11 more

8

citations
Energy Efficient ECG Classifier Using Smart Lead Switching and Apache TVM
2023 International Conference on Machine Learning and Applications conference-paper Medicine ECG Monitoring and Analysis

Ahmad Ayad, Mahdi Barhoush, Benedikt Völker, Steffen K. Leonhardt, Anke Schmeink

0

citations
Lossless Sparse Temporal Coding for SNN-based Classification of Time-Continuous Signals
2023 Design, Automation, and Test in Europe conference-paper Engineering Advanced Memory and Neural Computing

Johnson Loh, Tobias Gemmeke

8

citations
Explainable ECG Analysis by Explicit Information Disentanglement With VAEs
2025 IEEE Transactions on Biomedical Engineering article Medicine ECG Monitoring and Analysis Open access

Viktor van der Valk, Douwe E. Atsma, Roderick W.C. Scherptong, Marius Staring

1

citations
ECG diagnosis by a multiclass neural network
2022 Journal of Electrocardiology article Medicine ECG Monitoring and Analysis

Agnese Sbrollini, Martina Mancinelli, Chiara Leoni, Ilaria Marcantoni, Micaela Morettini, Cees A. Swenne, +1 more

0

citations
Classification of 12-lead ECGs Using Gradient Boosting on Features Acquired With Domain-Specific and Domain-Agnostic Methods
2020 Computing in cardiology conference-paper Medicine ECG Monitoring and Analysis Open access

Durmus Umutcan Uguz, Felix Berief, Steffen K. Leonhardt, Christoph Hoog Antink

6

citations
Robust screening of atrial fibrillation with distribution classification
2025 Scientific Reports article Medicine ECG Monitoring and Analysis Open access

Pierre-François Massiani, Lukas Haverbeck, Friedrich Solowjow, Marlo Verket, Matthias Daniel Zink, Katharina S. Schütt, +3 more

0

citations
Post hoc labeling an acute ECG as ischemic or non-ischemic based on clinical data: A necessary challenge
2023 Journal of Electrocardiology article Medicine ECG Monitoring and Analysis Open access

C. Cato ter Haar, Cees A. Swenne

2

citations
Automated Signal Quality Assessment of Single-Lead ECG Recordings for Early Detection of Silent Atrial Fibrillation
2023 Sensors article Medicine ECG Monitoring and Analysis Open access

Markus Lueken, Michael Gramlich, Steffen K. Leonhardt, Nikolaus Marx, Matthias Daniel Zink

18

citations
Stream Processing Architectures for Continuous ECG Monitoring Using Subsampling- Based Classifiers
2023 IEEE Transactions on Very Large Scale Integration (VLSI) Systems article Medicine ECG Monitoring and Analysis Open access

Johnson Loh, Tobias Gemmeke

4

citations
Feature Contributions to ECG-based Heart-Failure Detection: Deep Learning vs. Statistical Analysis
2022 Computing in cardiology conference-paper Medicine ECG Monitoring and Analysis Open access

Agnese Sbrollini, Marjolein C. De Jongh, Micaela Morettini, Laura Burattini, Cees A. Swenne

3

citations
Artificial Neural Network for Atrial Fibrillation Identification in Portable Devices
2020 Sensors article Medicine ECG Monitoring and Analysis Open access

Daniele Marinucci, Agnese Sbrollini, Ilaria Marcantoni, Micaela Morettini, Cees A. Swenne, Laura Burattini

58

citations
Artificial Intelligence for Biomedical Diagnostics: Diagnostic Accuracy and Reliability of Multimodal Large Language Models in Electrocardiogram Interpretation
2026 Life article Medicine ECG Monitoring and Analysis Open access

Henrik Stelling, Armin Kraus, Gerrit Grieb, David Breidung, Ibrahim Güler

0

citations
Towards Hardware Supported Domain Generalization in DNN-Based Edge Computing Devices for Health Monitoring
2024 IEEE Transactions on Biomedical Circuits and Systems article Medicine ECG Monitoring and Analysis Open access

Lyubov Dudchenko, Justus Viga, Tobias Gemmeke

7

citations
PEACE: Private and Energy-Efficient Algorithm for Cardiac Evaluation on the EDGE using Modified Split Learning and Model Quantization
2023 International Conference on Information and Communication Systems (ICICS) conference-paper Medicine ECG Monitoring and Analysis

Ahmad Ayad, Mahdi Barhoush, Johnson Loh, Tobias Gemmeke, Anke Schmeink

5

citations
Low-Cost DNN Hardware Accelerator for Wearable, High-Quality Cardiac Arrythmia Detection
2020 IEEE International Conference on Application-specific Systems, Architectures and Processors (ASAP) conference-paper Medicine ECG Monitoring and Analysis

Johnson Loh, Jianan Wen, Tobias Gemmeke

24

citations
Clinically interpretable multiclass neural network for discriminating cardiac diseases
2024 Heliyon article Medicine ECG Monitoring and Analysis Open access

Agnese Sbrollini, Chiara Leoni, Micaela Morettini, Cees A. Swenne, Laura Burattini

0

citations
Data Augmentation for Cardiovascular Time Series Data Using WaveNet
2023 IEEE Symposium Series on Computational Intelligence (SSCI) conference-paper Medicine ECG Monitoring and Analysis

Robert Feldhans, Alexander Schulz, Johannes Kummert, Moriz Habigt, Maike Stemmler, Christina Kohler, +3 more

2

citations
Beat-to-beat P-wave Variability Increases from Paroxysmal to Persistent Atrial Fibrillation
2020 Computing in cardiology conference-paper Medicine ECG Monitoring and Analysis Open access

Rita Laureanti, Stef Zeemering, Matthias Daniel Zink, Valentina Corino, Angelo Auricchio, Luca Tommaso Mainardi, +1 more

1

citations
Nichtinvasives fetales Elektrokardiogramm (fECG) vs. konventioneller Kardiotokografie (CTG): Ein quantitativer Vergleich der Signalqualität in der fetalen Herzfrequenzüberwachung
2025 Zeitschrift für Geburtshilfe und Neonatologie conference-paper Medicine ECG Monitoring and Analysis

C Lüttgen, R E Zatcha Ntoukem, Juliane Carow, C Enzensberger

0

citations
fECG vs. CTG: Ein quantitativer Vergleich der Signalqualität in der fetalen Herzfrequenzuberwachung
2026 Zeitschrift für Geburtshilfe und Neonatologie article Medicine ECG Monitoring and Analysis

F Goetz, T Rühl, Juliane Carow, C Enzensberger

0

citations
Copula-Based Data Augmentation on a Deep Learning Architecture for Cardiac Sensor Fusion
2020 IEEE Journal of Biomedical and Health Informatics article Medicine ECG Monitoring and Analysis

Diogo Silva, Steffen K. Leonhardt, Christoph Hoog Antink

13

citations