{"total":25,"rows":[{"id":"2410.04133","title":"An Electrocardiogram Foundation Model Built on over 10 Million Recordings with External Evaluation across Multiple Domains","created":"2024-10-05","cited_by_count":27,"area":null},{"id":"2503.11835","title":"How Can Time Series Analysis Benefit From Multiple Modalities? A Survey and Outlook","created":"2025-03-14","cited_by_count":20,"area":null},{"id":"2410.02131","title":"Boosting Masked ECG-Text Auto-Encoders as Discriminative Learners","created":"2024-10-03","cited_by_count":17,"area":null},{"id":"2410.21348","title":"Large Language Model Benchmarks in Medical Tasks","created":"2024-10-28","cited_by_count":17,"area":null},{"id":"2506.21803","title":"From Token to Rhythm: A Multi-Scale Approach for ECG-Language Pretraining","created":"2025-06-11","cited_by_count":16,"area":null},{"id":"2509.05215","title":"BEDTime: A Unified Benchmark for Automatically Describing Time Series","created":"2025-09-05","cited_by_count":12,"area":null},{"id":"2406.06620","title":"MedualTime: A Dual-Adapter Language Model for Medical Time Series-Text Multimodal Learning","created":"2024-06-07","cited_by_count":11,"area":null},{"id":"2503.00711","title":"OpenECG: Benchmarking ECG Foundation Models with Public 1.2 Million Records","created":"2025-03-02","cited_by_count":11,"area":null},{"id":"2506.00942","title":"anyECG-chat: A Generalist ECG-MLLM for Flexible ECG Input and Multi-Task Understanding","created":"2025-06-01","cited_by_count":10,"area":null},{"id":"2502.17900","title":"Knowledge-enhanced Multimodal ECG Representation Learning with Arbitrary-Lead Inputs","created":"2025-02-25","cited_by_count":5,"area":null},{"id":"2506.05831","title":"HeartcareGPT: A Unified Multimodal ECG Suite for Dual Signal-Image Modeling and Understanding","created":"2025-06-06","cited_by_count":3,"area":null},{"id":"2507.09887","title":"TolerantECG: A Foundation Model for Imperfect Electrocardiogram","created":"2025-07-14","cited_by_count":3,"area":null},{"id":"2507.14151","title":"Self-DANA: A Resource-Efficient Channel-Adaptive Self-Supervised Approach for ECG Foundation Models","created":"2025-07-03","cited_by_count":3,"area":null},{"id":"2608.12944","title":"CardioState-JEPA: Delay-Aware Cross-Modal Learning of a Shared Cardiac Representation","created":"2026-08-13","cited_by_count":3,"area":null},{"id":"2505.11939","title":"FOCAL: Fine-Grained Optimal-Transport-Driven Contrastive Alignment of Language and ECGs with Waveform Enhancement","created":"2025-05-17","cited_by_count":2,"area":null},{"id":"2601.17916","title":"UniPACT: A Multimodal Framework for Prognostic Question Answering on Raw ECG and Structured EHR","created":"2026-01-25","cited_by_count":2,"area":null},{"id":"2602.10553","title":"Contrastive Learning for Multi Label ECG Classification with Jaccard Score Based Sigmoid Loss","created":"2026-02-11","cited_by_count":0,"area":null},{"id":"2602.17531","title":"Position: Evaluation of ECG Representations Must Be Fixed","created":"2026-02-19","cited_by_count":0,"area":null},{"id":"2604.01526","title":"Learning ECG Image Representations via Dual Physiological-Aware Alignments","created":"2026-04-02","cited_by_count":0,"area":null},{"id":"2605.02917","title":"PRISM-CTG: A Foundation Model for Cardiotocography Analysis with Multi-View SSL","created":"2026-04-09","cited_by_count":0,"area":null},{"id":"2605.16975","title":"Extending Pretrained 10-Second ECG Foundation Models to Longer Horizons","created":"2026-05-16","cited_by_count":0,"area":null},{"id":"2605.27583","title":"Information-theoretic Multimodal Representation Learning for Electrocardiogram Signals","created":"2026-05-26","cited_by_count":0,"area":null},{"id":"2607.24553","title":"EchoBridge: Long-Tail-Aware ECG-Echocardiography Text Alignment for Echocardiography-Derived Cardiac Findings","created":"2026-07-27","cited_by_count":0,"area":null},{"id":"2608.19297","title":"Holtercare-Bench: A Multimodal Benchmark for Evaluating Long-Term Dynamic ECG Analysis","created":"2026-08-19","cited_by_count":0,"area":null},{"id":"2609.22262","title":"Large language models in medical time series analysis","created":"2026-09-07","cited_by_count":0,"area":null}],"next_cursor":null}