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11 papers in the last four weeks, up 57% on the four weeks before. 0.1% of all new papers.

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  1. A Nonlinear Complexity Index for Wearable PPG Cardiovascular Stability: Multiscale Validation, Systematic Evaluation Correction, and Bayesian Parameter Optimization

    May 11, 2026Timothy Oladunni, Farouk Ganiyu AdewumiRemote PhotoplethysmographyCardiac

    Department of Computer Science, Morgan State University, Baltimore, MD 21251, USA

  2. Efficient Neural Architectures for Real-Time ECG Interpretation on Limited Hardware

    May 11, 2026Ashery Mbilinyi, Callum O'Riley, Julia Handra +8Electrocardiogram ClassificationAdult-To-Pediatric Electrocardiogram Transfer

    Department of Computer Science University of Victoria Victoria, Canada · Department of Electrical and Computer Engineering University of British Columbia Vancouver, Canada · Faculty of Medicine University of British Columbia Vancouver, Canada +4

  3. Biosignal Fingerprinting: A Cross-Modal PPG-ECG Foundation Model

    May 10, 2026Zhangdaihong Liu, Chang Liu, Fenglin Liu +4Electrocardiogram Foundation ModelsCardiac

    Department of Engineering Science, University of Oxford, Oxford OX3 7DQ, UK · Oxford Suzhou Centre for Advanced Research, Suzhou, 215123, China · School of Public Health, Shanghai Jiao Tong University, Shanghai, China

  4. PG-LRF: Physiology-Guided Latent Rectified Flow for Electro-Hemodynamic PPG-to-ECG Generation

    May 9, 2026Xiaoda Wang, Minxiao Wang, Kaiqiao Han +10CardiacPhysiological Data

    Department of Computer Science, Emory University · Department of Computer Science, University of California, Los Angeles · Nell Hodgson Woodruff School of Nursing, Emory University +2

  5. Resource-Aware Evolutionary Neural Architecture Search for Cardiac MRI Segmentation

    May 7, 2026Farhana Yasmin, Mahade Hasan, Haipeng Liu +3EchocardiographyNeural Architecture Search

    School of Computer Science, Nanjing University of Information Science and Technology, Nanjing, China. · 3Eastern University, Ashulia Model Town, Dhaka, 1345, Bangladesh. · School of Software, Nanjing University of Information Science and Technology, Nanjing, China.

  6. Cardiac Stability Theory: An Axiomatically Grounded Framework for Continuous Cardiac Health Monitoring via Smartphone Photoplethysmography

    Apr 26, 2026Timothy Oladunni, Farouk Ganiyu AdewumiCardiacCardiovascular Risk Prediction

    Department of Computer Science, Morgan State University, Baltimore, MD 21251, USA

  7. Domain-Adapted Fine-Tuning of ECG Foundation Models for Multi-Label Structural Heart Disease Screening

    Apr 25, 2026Duc N. Do, Minh N. Do, Dang Nguyen +14Electrocardiogram Foundation ModelsCardiac

    1PASSIO Laboratory, North Carolina A&T State University, Greensboro, NC, USA · Department of Computer Science, University of Manitoba, Winnipeg, MB, Canada · 3Harvard T.H. Chan School of Public Health, Harvard University, Boston, MA, USA +4

  8. Beyond Patient Invariance: Learning Cardiac Dynamics via Action-Conditioned JEPAs

    Apr 24, 2026Jose Geraldo Fernandes, Luiz Facury, Pedro Robles Dutenhefner +1CardiacMedical World Model

    Department of Computer Science Universidade Federal de Minas Gerais Belo Horizonte, Brazil

  9. Classification of systolic murmurs in heart sounds using multiresolution complex Gabor dictionary and vision transformer

    Apr 17, 2026Mahmoud Fakhry, Abeer FathAllah BreryCardiacTime-Frequency

    CEIEC, Universidad Francisco de Vitoria, Pozuelo de Alarcón, Madrid 28223, Spain · Departamento de Informática, Universidad Carlos III de Madrid, Leganés, Madrid 28911,Apr Spain

  10. ECGFlowCMR: Pretraining with ECG-Generated Cine CMR Helps Cardiac Disease Classification and Phenotype Prediction

    Jan 28, 2026Xiaocheng Fang, Zhengyao Ding, Guangkun Nie +9Cardiac Magnetic Resonance ImagingCardiac

    State Key Laboratory of General Artificial Intelligence, Peking University · School of Intelligence Science and Technology, Peking University, Beijing, China · Polytechnic Institute of Zhejiang University, Zhejiang University, Hangzhou, China +4

  11. Scaling to Multimodal and Multichannel Heart Sound Classification with Synthetic and Augmented Biosignals

    Sep 15, 2025Milan Marocchi, Matthew Fynn, Kayapanda Mandana +1CardiacDeep Learning

    School of Electrical Engineering, Computing, and Mathematical Sciences (EECMS), Faculty of Science and Engineering, Curtin University, Bentley, WA 6102, Australia · Department of Cardiology, Fortis Healthcare, Kolkata, 7007107, West Bengal, India

  12. Echo-E3^3Net: Efficient Endocardial Spatio-Temporal Network for Ejection Fraction Estimation

    Mar 21, 2025Moein Heidari, Afshin Bozorgpour, AmirHossein Zarif-Fakharnia +5Left-Ventricular Ejection FractionCardiac

    University of British Columbia, Vancouver, BC, Canada · University of Regensburg, Regensburg, Germany · Iran University of Science and Technology, Tehran, Iran +1

  13. 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

  14. Narrative Feature or Structured Feature? A Study of Large Language Models to Identify Cancer Patients at Risk of Heart Failure

    Mar 18, 2024Ziyi Chen, Mengyuan Zhang, Mustafa Mohammed Ahmed +4CardiacElectronic Health Records

    Department of Health Outcomes and Biomedical Informatics, College of Medicine, University of Florida, Gainesville, FL, USA · Division of Cardiovascular Medicine, Department of Medicine, College of Medicine, University of Florida, Gainesville, FL, USA · Division of Hematology & Oncology, Department of Medicine, College of Medicine, University of Florida, Gainesville, FL, USA

  15. Self-Supervised Cardiac Phase Detection via Single-Parameter Latent Orbits

    Date pendingJohn Bonnici, Matthew Baugh, Aleksandra Kulbaka +3EchocardiographyCardiac

    Departament of Computing, Imperial College London, UK · Friedrich–Alexander University Erlangen–Nürnberg, DE · Ultromics Ltd, Oxford, UK