Electrocardiogram Foundation Models

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14 papers in the last four weeks, up 56% on the four weeks before. 0.2% of all new papers.

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  1. Robust Transfer Learning for Paper ECG Recognition

    Sep 30, 2026Yinghao Xie, Zhenbang Dai, Haojun Wang +6Electrocardiogram Foundation ModelsMedical World Model

    Uppsala University, Sweden · Nanjing Medical University, China · The First Affiliated Hospital with Nanjing Medical University, China

  2. NeurDuo-EEG: A Long-Sequence EEG Foundation Model with Persistent State and Explicit Memory

    Sep 29, 2026Yifan Wang, Haiping Liu, Yang Cui +13Electroencephalography Foundation ModelsElectroencephalography

    University of Manchester · ETH Zürich · Shanghai Jiao Tong University +5

  3. PHASE: A Physiology-Guided Hierarchical Foundation Model for Intracranial EEG

    Sep 28, 2026Yipeng Zhang, Chenda Duan, Yuanyi Ding +10Electroencephalography Foundation ModelsSeizure Detection

    UCLA Samueli School of Engineering · UCLA Mattel Children’s Hospital, David Geffen School of Medicine · Children’s Hospital of Michigan, Wayne State University School of Medicine +1

  4. TRACE: Expert-Aligned ECG Representation Learning with Rigorous Benchmarking and Real-World Validation in Acute Cardiac Care

    Sep 28, 2026Lovely Yeswanth Panchumarthi, Andrew Lu, Saurabh Kataria +11Electrocardiogram Foundation ModelsAdult-To-Pediatric Electrocardiogram Transfer

    Department of Computer Science, Emory University, GA, USA · School of Nursing, Emory University, GA, USA · Institute for Medical Engineering and Science, Massachusetts Institute of Technology, MA, USA +3

  5. TinyCardioUNet: IMU-to-ECG Translation with Graph-Encoded Inter-Axis Dependencies and Tensor Decomposition-Based Parameter Reduction

    Sep 24, 2026Seungwoo Han, Ingon Chanpornpakdi, Motoi Noda +3Electrocardiogram Foundation ModelsInertial Measurement Units

    Department of Electrical Engineering and Computer Science, Tokyo University of Agriculture and Technology, Japan

  6. When Does Unsupervised Learning Succeed or Fail? A PoS Perspective on Reconstruction-Based Anomaly Detection

    Sep 23, 2026Mehmet Yamaç, Yagmur Mustu, Muhammad Numan Yousaf +2Graph Anomaly DetectionUnsupervised

    Tampere University, Tampere, Finland · Radboud University, Nijmegen, The Netherlands

  7. 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

  8. EMGBlend: Heterogeneity-Aware Self-Supervised Pretraining for Gesture and Force Decoding

    Sep 22, 2026Yuwei Jia, Cheng Zhong, Jinyang Yu +1Surface ElectromyographyElectrocardiogram Foundation Models

    Beijing University of Posts and Telecommunications, China · Dexwise, China · Shenzhen University, China

  9. TRACE: Tractable Routing Autoencoder for Clinical ECG

    Sep 20, 2026Shunbo Jia, Runze Ma, Haonan Lyu +3Electrocardiogram Foundation ModelsTraces

    Department of Bioelectronics, Faculty of Biomedical Engineering, Shenzhen University of Advanced Technology, Shenzhen, 518107, China · Faculty of Information Technology, Monash University, Clayton, Victoria, 3800, Australia · Faculty of Science, University of Queensland, Brisbane, 4072, Australia +1

  10. Beyond Flattened Tokens: Structure-Preserving EEG Decoding with Reusable TriDim Blocks

    Sep 17, 2026Shiyue Su, Song Wang, Zekai Zhan +7Electroencephalography DecodingElectroencephalography

    Department of Biomedical Engineering, Southern University of Science and Technology, Shenzhen, 518055, China. · Omni-Intelligence, Shenzhen, China. · Department of Computer Science, The Chinese University of Hong Kong, Shenzhen, 518172, China. +2

  11. Reading the Whole Heart: Latent-Attention Masked Autoencoders for Multimodal Cardiac Representation Learning

    Sep 14, 2026Andrea Agostini, Simon Böhi, Moritz Vandenhirtz +7Electrocardiogram Foundation ModelsCardiac

    Department of Computer Science, ETH Zurich, Switzerland · Department of Biomedical Engineering, University of Basel, Switzerland

  12. DCRA: Diffusion-Conditioned Representation Alignment for Robust Time-Series Learning

    Sep 14, 2026Wenrui Xu, Anas Enanaa, Keshab K. ParhiSeizure DetectionRepresentation Learning

    University of Minnesota, Twin Cities

  13. MANAS-2: Constrained Reconstruction for EEG Foundation Models

    Sep 12, 2026Arvasu Kulkarni, Aditya Ray Mishra, Jeet Bandhu Lahiri +5Electroencephalography Foundation Models3D Masked Autoencoders

    Mannas AI · Indian Institute of Technology, Mandi

  14. Leveraging Cardiac Imaging to Improve ECG-Based Detection of Chagas Disease in Resource-Constrained Settings

    Sep 8, 2026Laura Alvarez-Florez, Daniel Uyterlinde, Samuel Ruipérez-Campillo +3Electrocardiogram Foundation ModelsCardiac Magnetic Resonance Imaging

    Department of Biomedical Engineering and Physics, Amsterdam University Medical Center, The Netherlands · Quantitative Healthcare Analysis Group, University of Amsterdam, The2026 Netherlands · Department of Clinical and Experimental Cardiology, Amsterdam University Medical Center, The Netherlands +2

  15. EEG-AS: Instance-Level Foundation Model Selection for EEG Foundation Models via Behavior Reconstruction

    Sep 1, 2026Yunzhen Zhang, Ruoxi Piao, Hasan Onur Keles +1Electroencephalography Foundation ModelsElectroencephalography

    Duke Kunshan University · Ankara University

  16. EEG-VID: Task-Guided Latent Predictive Pretraining for EEG Decoding and Assistive Target Selection

    Sep 1, 2026Guanzhong Sun, Junyi Ma, Yuxuan Wu +2Electroencephalography DecodingElectroencephalography

    School of Information and Control Engineering, China University of Mining and Technology, Xuzhou, China · School of Automation and Intelligent Sensing, Shanghai Jiao Tong University, Shanghai, China · Shanghai Innovation Institute, Shanghai, China +1

  17. Lightweight Adaptation of EEG Foundation Models for Stroke Motor Imagery Decoding: Domain Shift and Subject-Level Robustness

    Aug 31, 2026Anh T. Nguyen, Zihua Sun, Michelle J. JohnsonElectroencephalography Foundation ModelsRehabilitation

    School of Engineering and Applied Science, Department of Bioengineering, University of Pennsylvania, Philadelphia, PA, USA · School of Engineering and Applied Science, Department of Electrical and Systems Engineering, University of Pennsylvania, Philadelphia, PA, USA · Department of Physical Medicine and Rehabilitation, Department of Bioengineering, and Department of Mechanical Engineering and Applied Mechanics, University of Pennsylvania, Philadelphia, PA, USA

  18. 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

  19. EEG-PRIME: Prototype-Aligned Representation Learning with Multi-Level Conditioning for EEG Decoding

    Aug 13, 2026Shuailei Zhang, Muyun Jiang, Wei Zhang +5Electroencephalography Foundation ModelsElectroencephalography

    College of Computing and Data Science, Nanyang Technological University, Singapore · Southeast University, China · Centre for AI in Medicine, Nanyang Technological University, Singapore

  20. CardioState-JEPA: Delay-Aware Cross-Modal Learning of a Shared Cardiac Representation

    Aug 13, 2026Hamza Shafiq, Hung Manh Pham, Bin Zhu +3Electrocardiogram Foundation ModelsCardiac

    Eindhoven University of Technology, Netherlands · Singapore Management University, Singapore

  21. The Impact of Temporal Context Length and Encoding Strategies on Self-Supervised ECG Representation Learning

    Aug 13, 2026Ahmed Sameh, Ramzi Al-Sharawi, Yogatheesan VaratharajahElectrocardiogram Foundation ModelsRepresentation Learning

    Computer Science & Engineering, University of Minnesota Twin Cities, Minneapolis, MN 55455. · Robotics, University of Minnesota Twin Cities, Minneapolis, MN 55455.

  22. Continuous-Latent Predictive Modeling with Semantic Alignment for EEG-Language Foundation Models

    Aug 12, 2026Myeong-Ju Cho, Hye-Bin Shin, Seo-Hyun Lee +1Electroencephalography Foundation ModelsLatent Prediction

    Department of Brain and Cognitive Engineering, Korea University, Seoul, Republic of Korea · Department of Artificial Intelligence, Korea University, Seoul, Republic of Korea

  23. 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

  24. ZIPBrain: Can EEG Foundation Models Be Faster, Locally Deployable, but Accurate?

    Aug 7, 2026Lingwei Li, Yirong Kan, Peng Chen +3Electroencephalography Foundation ModelsElectroencephalography

    Nara Institute of Science and Technology, Nara, Japan · RIKEN Center for Computational Science, Hyogo, Japan · University of Illinois Urbana-Champaign, USA +1

  25. LAEF: A Lead-Agnostic ECG Foundation Model Towards Point-of-Care Diagnostics

    Aug 4, 2026Edoardo Coppola, Stefano Fiorini, Pietro Liò +2Electrocardiogram Foundation ModelsDiagnosis

    Department of Computer Science and Technology, University of Cambridge · Independent Researcher · Department of Medical and Surgical Specialties, Radiological Sciences, and Public Health, University of Brescia

  26. FOUND-AF: Benchmarking ECG Foundation Models for Atrial Fibrillation Detection

    Aug 4, 2026Amirhossein Taleshinosrati, Yangyang Wang, Atitaya Phoemsuk +5Electrocardiogram Foundation ModelsArrhythmia Classification

    SDU Health Informatics and Technology University of Southern Denmark Odense, 5230, Denmark · Department of Computer Science University of Helsinki Helsinki, 00100, Finland · School of Computer Science and Electronic Engineering University of Essex Colchester, CO4 3SQ, UK +1

  27. Understanding and Correcting Low-Frequency Bias in EEG Foundation Model

    Aug 3, 2026Junjie Yu, Zihan Deng, Jianyu Zhang +8Electroencephalography Foundation ModelsElectroencephalography

    Department of Biomedical Engineering, Southern University of Science and Technology, Shenzhen, China · Omni-Intelligence, Shenzhen, China · College of Design and Engineering, National University of Singapore, Singapore +4

  28. EEG-JEPA: Structured Latent Prediction for EEG Foundation Models

    Jul 31, 2026Jinhao Li, Zhiyuan Ma, Xueqiao Han +8Electroencephalography Foundation ModelsElectroencephalography

    Tsinghua Laboratory of Brain and Intelligence, Tsinghua University · School of Basic Medical Sciences, Tsinghua Medicine, Tsinghua University · School of Biomedical Engineering, Tsinghua Medicine, Tsinghua University +2

  29. ECG-InterpBench: Benchmarking the Interpretability of ECG Foundation Models with Matched-Scale Sparse Autoencoders

    Jul 29, 2026Yixuan Duan, Wei QiuElectrocardiogram Foundation ModelsMedical World Model

    Department of Electrical and Computer Engineering Rice University Houston, Texas, USA

  30. ZUNA1.1: A more flexible EEG foundation model for Denoising and Super-resolution

    Jul 29, 2026Christopher Warner, Jonas Mago, JR Huml +1Electroencephalography Foundation ModelsAuditory Attention

    Zyphra San Francisco, CA

  31. CADENCE: A Cardiac Atom Dictionary for Interpretable Neural Concept Extraction from ECG Foundation Models

    Jul 28, 2026Yixuan Duan, Arjun Naik, Sadeer Al-Kindi +1Electrocardiogram Foundation ModelsCardiac

    Department of Electrical and Computer Engineering Rice University Houston, Texas, USA · Department of Computer Science Rice University Houston, Texas, USA · Department of Cardiology Houston Methodist Hospital Houston, Texas, USA

  32. EchoBridge: Long-Tail-Aware ECG-Echocardiography Text Alignment for Echocardiography-Derived Cardiac Findings

    Jul 27, 2026Xiaocheng Fang, Jieyi Cai, Guangkun Nie +9Electrocardiogram Foundation ModelsEchocardiography

    School of Intelligence Science and Technology, Peking University Beijing, China · State Key Laboratory of General Artificial Intelligence, Peking University · University of the Chinese Academy of Sciences Beijing, China +2

  33. What EEG Foundation Models Encode: Dataset Identity and a Negative-Control Suite for Clinical Benchmarks

    Jul 27, 2026Marzieh ZareElectroencephalography Foundation ModelsElectrocardiogram Foundation Models

    Universit´e Laval, School of Psychology, Quebec City, QC, Canada · NeuroGenis Inc., Toronto, ON, Canada

  34. Multimodal Pretraining for Generalizable EEG Representation Learning

    Jul 23, 2026Targol Bakhtiarvand, Jugal Kalita, Adham AtyabiElectroencephalography Foundation ModelsSeizure Detection

    Department of Computer Science, University of Colorado Colorado Springs, Colorado Springs, CO, USA

  35. Enhancing Explainable Cardiac Diagnosis with Guide-Grounded Multimodal LLMs

    Jul 23, 2026Hai-Nam Duy Vuong, Duy-Anh Bui, Trong-Nghia Nguyen +5Electrocardiogram Foundation ModelsMultimodal Clinical Data

    Business AI Lab, College of Technology, National Economics University, Vietnam · FPT University, Hanoi, Vietnam · A2I Lab, Phenikaa School of Computing, Phenikaa University, Hanoi, Vietnam +2

  36. Knowledge-Guided Cross-Modal Fusion for Adult-to-Pediatric ECG Transfer via Label-Conditioned Contrastive Alignment

    Jul 17, 2026Xinran Liu, Yuwen Li, Hongxiang Gao +4Adult-To-Pediatric Electrocardiogram TransferElectrocardiogram Foundation Models

    School of Instrument Science and Engineering, Southeast University, Nanjing, 210096, China · Nanjing Medical University, Nanjing, 211166, China · Zhengzhou University, Zhengzhou, 450001, China

  37. 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

  38. ECGLight: Compute-Light Framework For Paper ECG Digitization and Myocardial Infarction Screening

    Jul 8, 2026Shreyasvi Natraj, Cyrus Achtari, Felice Gragnano +3Adult-To-Pediatric Electrocardiogram TransferElectrocardiogram Foundation Models

    Spinal Cord and Artificial Intelligence (SCAI) Lab, ETH Zürich, Zürich, Switzerland · Swiss Paraplegic Research, Nottwil, Luzern, Switzerland · Department of Translational Medical Sciences, University of Campania “Luigi Vanvitelli”, Naples, Italy +1

  39. MorphologyFM: A Foundation Model for Morphology-Aware Representation Learning from ECG and Pulse Oximetry Waveforms

    Jul 3, 2026Saiyang Feng, Yuanyun Zhang, Shi LiElectrocardiogram Foundation ModelsArrhythmia Classification

    University of the Chinese Academy of Sciences · Columbia University

  40. 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

  41. Separating Expert Retention from Autonomous Source Inference in Raw-ECG-Replay-Free Continual ECG Deployment

    Jul 2, 2026Yufan Lu, Xinhui Liu, Chenyang Xu +2Electrocardiogram Foundation Models

    Xidian University, China · Department of Computer Science, Tianjin University of Technology, China · DCST, BNRist, RIIT, Institute of Internet Industry, Tsinghua University, China

  42. Device Passport: Enabling Spatio-Temporal Pretrained Models to Generalize Across Input Layouts

    Jun 30, 2026Geeling Chau, Ran Liu, Juri Minxha +5Electrocardiogram Foundation ModelsElectroencephalography

    California Institute of Technology, Pasadena, CA, USA · Apple, Cupertino, CA, USA

  43. Evaluating self-supervised echocardiographic representations across downstream extraction strategies for left-ventricular segmentation and ejection fraction estimation

    Jun 22, 2026Sylwia Majchrowska, Philip TeareEchocardiographyLeft-Ventricular Ejection Fraction

    aR&D Data ScienceSylwiaSkills &Majchrowskaa,Partnership, DataPhilipScienceTeareb& AI, BioPharma R&D, AstraZeneca, Pepparedsleden 1, Mölndal, 431 83, Sweden · bCentre for AI, Data Science & AI, BioPharma R&D, AstraZeneca, BiomedicalJun Campus, 1 Francis Crick Ave, Trumpington, Cambridge, CB2 0AA, UK

  44. SPOTR: Spatio-temporal Pooling One-Token Reconstruction for Universal Physiological Signal Self-supervised Learning

    Jun 20, 2026Yiyu Gui, Mingzhi Chen, Yuesheng Zhu +2Physiological SignalsElectrocardiogram Foundation Models

    New Cornerstone Science Laboratory, Guangdong Provincial Key Laboratory of In-Memory Computing Chips, Shenzhen Graduate School, Peking University, Shenzhen, China · Guangdong Provincial Key Laboratory of Ultra High Definition Immersive Media Technology, Shenzhen Graduate School, Peking University, Shenzhen, China

  45. B[FM]2^2: Brain Foundation Model via Flow Matching with SplitUNet

    Jun 18, 2026Jaedong Hwang, Kathleen Zhang, Wei Dai +5Electroencephalography Foundation ModelsElectrocardiogram Foundation Models

    Massachusetts Institute of Technology · KU Leuven

  46. Evaluation of EEG Foundation Models for Event-Based Burst-Suppression Detection in ICU

    Jun 18, 2026Elisa Vasta, Thorir Mar Ingolfsson, Andrea Cossettini +4Electroencephalography Foundation ModelsElectroencephalography

    Neurocritical Care Unit, Institute for Intensive Care Medicine and Department of Neurosurgery, University Hospital Zürich and University of Zürich, Zürich, Switzerland · Integrated Systems Laboratory, ETH Zürich, Zürich, Switzerland · DEI, University of Bologna, Bologna, Italy

  47. ECG-LDC: A Hardware-Efficient Low-Dimensional Computing Framework for ECG Arrhythmia Classification

    Jun 13, 2026Anh Tran, Khanh Tran, Cuong DoArrhythmia ClassificationElectrocardiogram Foundation Models

    School of Engineering and Applied Science, University of Pennsylvania, Philadelphia, PA 19104, USA · VinUni–Illinois Smart Health Center, VinUniversity, Hanoi 100000, Vietnam · College of Engineering and Computer Science, VinUniversity, Hanoi 100000, Vietnam

  48. NeuroShield: A Device-Agnostic Foundation Model for EEG Authentication

    Jun 12, 2026Matin Fallahi, Patricia Arias-Cabarcos, Thorsten StrufeSmall-Sample Electroencephalogram DatasetsElectrocardiogram Foundation Models

    Karlsruhe Institute of Technology (KIT), Karlsruhe, Germany · Joint Research Centre, European Commission

  49. Pretrained, Frozen, Still Leaking: Auditing Cross-Encoder Attribute Transfer in EEG Foundation Models

    Jun 8, 2026Jianwei TaiElectroencephalography Foundation ModelsAuditory Attention

    School of Internet, Anhui University

  50. BCG-FM: A Foundation Model for Ambient Cardiac Health Sensing

    Jun 5, 2026Magnus Ruud Kjaer, Haejun Han, Ashish Neupane +1Wearable PhysiologyElectrocardiogram Foundation Models

    AI/ML, Eight Sleep · AI/ML, Eight Sleep (work done while at Eight Sleep)

  51. ADAPTOOD: Uncertainty-Aware Fine-Tuning for Out-of-Distribution ECG Time Series Models

    Jun 2, 2026Sotirios Vavaroutas, Yu Yvonne Wu, Ali Etemad +1Out-Of-DistributionElectrocardiogram Foundation Models

    University of Cambridge, UK · Dartmouth College, USA · Queen’s University, Canada

  52. OmniEEG-Bench: A Standardized Evaluation Benchmark for EEG Foundation Models

    May 30, 2026Ziling Lu, Zongsheng Li, Xinke Shen +11Electroencephalography Foundation ModelsElectroencephalography

    Department of Biomedical Engineering, Southern University of Science and Technology, Shenzhen, China · School of Computer Science and Engineering, The Chinese University of Hong Kong, Shenzhen, China · Omni-Intelligence, Shenzhen, China +1

  53. Learning Cardiac Latent Representations in Vectorcardiogram Space

    May 29, 2026Bosong Huang, Panzhen Zhao, Zengxiang Li +5Electrocardiogram Foundation ModelsLatent Space

    Griffith University, Australia · SingHealth Duke-NUS AI in Medicine Institute, Singapore · SingHealth AI Office, Singapore +1

  54. A Multi-dimensional Framework for Evaluating Generalization in EEG Foundation Models

    May 27, 2026Aditya Kommineni, Emily Zhou, Kleanthis Avramidis +2Electroencephalography Foundation ModelsWireless Foundation Models

    Signal Analysis and Interpretation Laboratory, University of Southern California, USA

  55. Information-theoretic Multimodal Representation Learning for Electrocardiogram Signals

    May 26, 2026Phu X. Nguyen, Konstantinos Kontras, Wei Dai +5Electrocardiogram Foundation ModelsMultimodal Representations

    1KU Leuven · 3MIT · 4DFKI +1

  56. MSCGC-KAN: Multi-scale Causal Graph Convolution and Kolmogorov-Arnold Feature Mapping for EEG Emotion Recognition

    May 26, 2026Haoliang Gong, Qingshan She, Jiale Xu +2Electroencephalography Foundation ModelsEmotion Recognition

    School of Automation, Hangzhou Dianzi University, Hangzhou 310018, China · Zhejiang Provincial Key Laboratory of Brain Computer Collaborative Intelligence Technology and Applications

  57. Aperiodic and Low-Frequency Spectral Bias in Reconstruction based EEG Foundation Models

    May 26, 2026Aditya Kommineni, Emily Zhou, Kleanthis Avramidis +7Electroencephalography Foundation ModelsGraph-Coherent Low-Frequency Ones

    Ming Hsieh Department of Electrical and Computer Engineering1 University of Southern California · Thomas Lord Department of Computer Science2[cs.LG] University of Southern California · Department of Mathematical Sciences3 Aalborg University

  58. 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

  59. BandVQ: Band-Wise Vector-Quantized EEG Foundation Model

    May 24, 2026Jamiyan Sukhbaatar, Satoshi Imamura, Toshihisa TanakaElectroencephalography Foundation ModelsElectroencephalography

    National University of Mongolia, Ulaanbaatar, Mongolia · Tokyo University of Agriculture and Technology, Tokyo, Japan

  60. CogAdapt: Adapting Clinical ECG Foundation Models for Wearable Cognitive Load Assessment

    May 21, 2026Amir Mousavi, Erfan Nourbakhsh, Mohammad Sadegh Sirjani +5Electrocardiogram Foundation ModelsWearable Physiology

    Department of Computer Science, College of AI, Cyber and Computing, The University of Texas at San Antonio · Department of Neuroscience, Developmental and Regenerative Biology, College of Sciences, The University of Texas at San Antonio · Department of Educational Psychology, College of Education and Human Development, The University of Texas at San Antonio