Electrocardiography

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2 papers in the last four weeks, down 33% on the four weeks before. 0.0% of all new papers.

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  1. From ECG Signals to Representative-Morphology Heatmaps for Biometric Recognition

    Sep 23, 2026Athanasios Angelakis, Marta Gomez-BarreroElectrocardiogram Foundation ModelsElectrocardiography

    BioML, Research Institute CODE, University of the Bundeswehr Munich, Munich, Germany · Amsterdam UMC, University of Amsterdam, Amsterdam, Netherlands

  2. ECGQuest: Benchmarking and Fine-Tuning Language Models for Electrocardiography

    Aug 31, 2026Mohammadsina Hassannia, Matthew A. Reyna, Reza SameniElectrocardiogram Foundation ModelsElectrocardiography

    Department of Biomedical Informatics Emory University Atlanta, GA 30322, USA · Department of Biomedical Engineering Georgia Institute of Technology and Department of Biomedical Informatics Emory University Atlanta, GA 30332, USA

  3. Diagnosing as Cardiologists Do: ECG Agents with Doctor-Grounded Priors for Clinical Reasoning Across Diseases and Populations

    Aug 10, 2026Hongxiang Gao, He-yang Xu, Yuwen Li +6Electrocardiogram Foundation ModelsElectrocardiography

    State Key Laboratory of Digital Medical Engineering, Southeast University · School of Instrument Science and Engineering, Southeast University

  4. CFD-Guided Detection of Concept Drift in Multimodal Physiologic Signals

    Aug 7, 2026Farouk Ganiyu Adewumi, Timothy Oladunni, Rochak Ghimire +3Physiological SignalsElectrocardiography

  5. ECG-LENS: Lead-Aware Clinical Context Enriched ECG Report Generation and Evaluation

    Aug 6, 2026Akanta Das, Tasinul Islam Ahon, Ahmed Mahir Sultan Rumi +3Adult-To-Pediatric Electrocardiogram TransferElectrocardiography

    Bangladesh University of Engineering and Technology, Dhaka, Bangladesh · Samsung Research America, USA · National Health Service, UK

  6. Single-Beat Cuffless Blood Pressure Estimation Using Ear-PPG and ECG with a Lightweight Hybrid Learning Framework

    Jul 29, 2026Kindeep K. Dhatt, Tengyue Wu, Hanbang Hua +1Cuffless Blood Pressure EstimationRemote Photoplethysmography

    1. Vanderbilt Institute for Surgery and Engineering, Vanderbilt University, Nashville, TN, 37232 · 6. Department of Biomedical Engineering, Vanderbilt University, Nashville, TN, 37235 · 2. Department of Electrical and Computer Engineering, Vanderbilt University, Nashville, TN, 37235 +3

  7. Failures Reveal What Metrics Miss: An Evidence-Driven Agent for Recursive Refinement of ECG Classifiers

    Jul 27, 2026Jinliang Deng, Yiming Niu, Yibo Pan +3Electrocardiogram ClassificationElectrocardiography

    School of Computer Science and Engineering, Beihang University, Beijing, China · School of Artificial Intelligence, Beihang University, Beijing, China · School of Economics and Business Administration, Chongqing University, Chongqing, China +1

  8. NeuroECG: ECGFounder-Based Deep ECG Representation for EEG-Free Neurological Prognostication After Cardiac Arrest

    Jul 13, 2026Jiajun Gao, Yi Zhao, Chenyang Xu +2Electrocardiogram Foundation ModelsElectrocardiography

    School of Economics and Management Xidian University Xi’an, China · School of Mechano-Electronic Engineering Xidian University Xi’an, China · School of Cyber Engineering Xidian University Xi’an, China +1

  9. REAN: Reconstruction-aware ECG Anonymization Based on Privacy--Utility Orthogonality

    Jul 7, 2026Taerin Ki, Sunghwan Park, Junyoung Park +1ElectrocardiographyPrivacy-Utility Trade-Offs

    Chung-Ang University Seoul, South Korea

  10. Do ECG Foundation Models Transfer to Rare Cardiac Diseases? Evidence from Brugada Syndrome Detection

    Jul 3, 2026Beatrice Zanchi, Giuliana Monachino, Alvise Dei Rossi +4Electrocardiogram Foundation ModelsElectrocardiography

    University of Applied Sciences and Arts of Southern Switzerland, Department of Innovative Technologies, Via La Santa 1, Lugano, 6900, Ticino, Switzerland · University of Zurich, Department of Quantitative Biomedicine, Winterthurerstrasse 190, Zurich, 8057, Zurich, Switzerland · Neurocenter of Southern Switzerland, Ente Ospedaliero Cantonale, Movement Disorder Research Group, Neurology Department, Via Tesserete 46, Lugano, 6900, Ticino, Switzerland +5

  11. P-K-GCN: Physics-augmented Koopman-enhanced Graph Convolutional Network for Deep Spatiotemporal Super-resolution

    Jun 17, 2026Xizhuo, Zhang, Zekai Wang +2Generative Super-ResolutionElectrocardiography

    Cici · Department of Industrial & Systems Engineering, The University of Tennessee, Knoxville, TN, USA, 37996 · Charles F. Dolan School of Business, Fairfield University, Fairfield, USA +1

  12. ArrythML: An Autoencoder-Based TinyML Approach for On-Device Arrhythmia Detection on Resource-Constrained Embedded Systems

    Jun 1, 2026Nagarajan S, Kurian PolachanArrhythmia ClassificationElectrocardiography

    International Institute of Information Technology, Bangalore, India

  13. Motif-based morphology signatures for interpretable ECG screening and monitoring

    May 26, 2026Nivedita Bijlani, Mauricio VillarroelElectrocardiographyAdult-To-Pediatric Electrocardiogram Transfer

    The Podium Institute for Sports Medicine and Technology University of Oxford Oxford, UK

  14. A Signal-Language Foundation Model for Broad-Spectrum Cardiovascular Assessment from Routine Electrocardiography

    May 25, 2026Ziqing Yu, Yuhui Tao, Jiayu Huo +19Electrocardiogram Foundation ModelsAdult-To-Pediatric Electrocardiogram Transfer

    Department of Cardiology, Zhongshan Hospital of Fudan University, Shanghai Institute of Cardiovascular Diseases, National Clinical Research Centre for Interventional Medicine, Shanghai, China · Digital Medical Research Center, School of Basic Medical Sciences, Fudan University, Shanghai, 200032, China. · Shanghai Key Laboratory of Medical Imaging Computing and Computer Assisted Intervention, Shanghai, 200032, China. +8

  15. Cascade-KDE: Robust Time-Series Restoration under Out-of-Distribution Impulse Corruptions

    May 22, 2026Yuefeng Liu, Ning Yang, Ziyu YangOutliersImage Restoration

    School of Digital and Intelligent Industry (School of Cyber Science and Technology), Inner Mongolia University of Science and Technology, Baotou, China

  16. Uncertainty-aware classification and triage of structural heart disease using electrocardiography and echocardiography metrics

    May 21, 2026Mitchel J. ColebankElectrocardiogram ClassificationElectrocardiography

    Department of Mathematics, University of South Carolina,, Columbia, 29208, South Carolina, USA

  17. Unsupervised Domain Shift Detection with Interpretable Subspace Attribution

    May 15, 2026Sebastian Springer, Alessandro LaioMitigating Domain ShiftElectrocardiography

    SISSA

  18. DeepArrhythmia: Segment-Contextualized ECG Arrhythmia Classification via Selective Evidence Acquisition

    May 15, 2026Jiahui Li, Ruili Fang, Zishuai Liu +3Arrhythmia ClassificationElectrocardiography

    University of Georgia

  19. Neural Surrogate Forward Modelling For Electrocardiology Without Explicit Intracellular Conductivity Tensor

    May 13, 2026Shaheim Ogbomo-Harmitt, Cesare Magnetti, Jakub Grzelak +1ElectrocardiographyDeep Learning

    King’s College London, Floor 3, Lambeth Wing St Thomas’ Hospital Westminster Bridge Road, London, SE1 7EH · Floor 3, Lambeth Wing St Thomas’ Hospital Westminster Bridge Road, London, SE1 7EH · PhysicsX, 1 Leonard Circus, London EC2A 4DQ

  20. Pretraining Strategies and Scaling for ECG Foundation Models: A Systematic Study

    May 12, 2026M A Al-Masud, Nils StrodthoffElectrocardiogram Foundation ModelsElectrocardiography

    AI4Health Division Carl von Ossietzky Universität Oldenburg Oldenburg, Lower Saxony, Germany

  21. Physiology-Aware Masked Cross-Modal Reconstruction for Biosignal Representation Learning

    May 1, 2026Hao Zhou, Simon A. Lee, Cyrus Tanade +12Physiological SignalsElectrocardiography

    Samsung Research America · Algorithm Team, Digital Health Lab, Samsung Research America · The Pennsylvania State University +1

  22. A Multimodal and Explainable Machine Learning Approach to Diagnosing Multi-Class Ejection Fraction from Electrocardiograms

    Apr 17, 2026Catherine Ning, Yu Ma, Cindy Beini Wang +4Left-Ventricular Ejection FractionElectrocardiography

    Operations Research Center, Massachusetts Institute of Technology, Cambridge, MA, USA · Wisconsin School of Business, University of Wisconsin–Madison, Madison, WI, USA · Heart and Vascular Institute, Hartford Hospital, Hartford, CT, USA

  23. ELF: A Family of Encoder-Free ECG-Language Models

    Jan 5, 2026William Han, Tony Chen, Chaojing Duan +6ElectrocardiographyCnn-Lstm

    Carnegie Mellon University, USA · Allegheny Health Network, USA · University of California, Los Angeles, USA +1

  24. Investigating ECG Diagnosis with Ambiguous Labels using Partial Label Learning

    Dec 11, 2025Sana Rahmani, Javad Hashemi, Ali EtemadElectrocardiogram ClassificationElectrocardiography

    Electrical and Computer Engineering Department, Queen’s University, Canada · School of Computing, Queen’s University, Canada

  25. MambaCapsule: Towards Transparent Cardiac Disease Diagnosis with Electrocardiography Using Mamba Capsule Network

    Jul 30, 2024Yinlong Xu, Zitai Kong, Yixuan Wu +5Arrhythmia ClassificationElectrocardiography

    State Key Laboratory of Transvascular Implantation Devices and TIDRI, Zhejiang University, Hangzhou, China · School of Public Health, Zhejiang University and Zhejiang Key Laboratory of Medical Imaging Artificial Intelligence, Hangzhu, China · State Key Laboratory of Transvascular Implantation Devices of The Second Affiliated Hospital and Liangzhu Laboratory, Zhejiang University, Hangzhou, China +3