AnyECG: Foundational Models for Multitask Cardiac Analysis in Real-World Settings
Fuente:
arXiv
Saved in:
| Main Authors: | Wang, Yue, Cao, Xu, Hu, Yaojun, Ying, Haochao, Xu, Hongxia, Wu, Ruijia, Rehg, James Matthew, Sun, Jimeng, Wu, Jian, Chen, Jintai |
|---|---|
| Format: | Preprint |
| Published: |
2024
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
AnyECG: Evolved ECG Foundation Model for Holistic Health Profiling
by: Li, Jun, et al.
Published: (2026)
by: Li, Jun, et al.
Published: (2026)
Personalized Heart Disease Detection via ECG Digital Twin Generation
by: Hu, Yaojun, et al.
Published: (2024)
by: Hu, Yaojun, et al.
Published: (2024)
Versatile and Risk-Sensitive Cardiac Diagnosis via Graph-Based ECG Signal Representation
by: Wang, Yue, et al.
Published: (2025)
by: Wang, Yue, et al.
Published: (2025)
MambaCapsule: Towards Transparent Cardiac Disease Diagnosis with Electrocardiography Using Mamba Capsule Network
by: Xu, Yinlong, et al.
Published: (2024)
by: Xu, Yinlong, et al.
Published: (2024)
Test-Time Adaptation for EEG Foundation Models: A Systematic Study under Real-World Distribution Shifts
by: Lee, Gabriel Jason, et al.
Published: (2026)
by: Lee, Gabriel Jason, et al.
Published: (2026)
NEF-NET+: Adapting Electrocardio panorama in the wild
by: Zhan, Zehui, et al.
Published: (2025)
by: Zhan, Zehui, et al.
Published: (2025)
ECG-Chat: A Large ECG-Language Model for Cardiac Disease Diagnosis
by: Zhao, Yubao, et al.
Published: (2024)
by: Zhao, Yubao, et al.
Published: (2024)
ECG-Image-Database: A Dataset of ECG Images with Real-World Imaging and Scanning Artifacts; A Foundation for Computerized ECG Image Digitization and Analysis
by: Reyna, Matthew A., et al.
Published: (2024)
by: Reyna, Matthew A., et al.
Published: (2024)
ECG Unveiled: Analysis of Client Re-identification Risks in Real-World ECG Datasets
by: Wang, Ziyu, et al.
Published: (2024)
by: Wang, Ziyu, et al.
Published: (2024)
AnyPPG: An ECG-Guided PPG Foundation Model Trained on Over 100,000 Hours of Recordings for Holistic Health Profiling
by: Nie, Guangkun, et al.
Published: (2025)
by: Nie, Guangkun, et al.
Published: (2025)
Pulse-PPG: An Open-Source Field-Trained PPG Foundation Model for Wearable Applications Across Lab and Field Settings
by: Saha, Mithun, et al.
Published: (2025)
by: Saha, Mithun, et al.
Published: (2025)
AnyECG-Lab: An Exploration Study of Fine-tuning an ECG Foundation Model to Estimate Laboratory Values from Single-Lead ECG Signals
by: Xiao, Yujie, et al.
Published: (2025)
by: Xiao, Yujie, et al.
Published: (2025)
On-device Computation of Single-lead ECG Parameters for Real-time Remote Cardiac Health Assessment: A Real-world Validation Study
by: Fan, Sumei, et al.
Published: (2025)
by: Fan, Sumei, et al.
Published: (2025)
Opportunistic Screening of Wolff-Parkinson-White Syndrome using Single-Lead AI-ECG Mobile System: A Real-World Study of over 3.5 million ECG Recordings in China
by: Huang, Shun, et al.
Published: (2025)
by: Huang, Shun, et al.
Published: (2025)
Inferring ECG from PPG for Continuous Cardiac Monitoring Using Lightweight Neural Network
by: Li, Yuenan, et al.
Published: (2020)
by: Li, Yuenan, et al.
Published: (2020)
SCAR: Semantic Cardiac Adversarial Representation via Spatiotemporal Manifold Optimization in ECG
by: Jia, Shunbo, et al.
Published: (2025)
by: Jia, Shunbo, et al.
Published: (2025)
ConvexECG: Lightweight and Explainable Neural Networks for Personalized, Continuous Cardiac Monitoring
by: Ansari, Rayan, et al.
Published: (2024)
by: Ansari, Rayan, et al.
Published: (2024)
Small Models are LLM Knowledge Triggers on Medical Tabular Prediction
by: Yan, Jiahuan, et al.
Published: (2024)
by: Yan, Jiahuan, et al.
Published: (2024)
ECG Semantic Integrator (ESI): A Foundation ECG Model Pretrained with LLM-Enhanced Cardiological Text
by: Yu, Han, et al.
Published: (2024)
by: Yu, Han, et al.
Published: (2024)
STORM: Benchmarking Visual Rating of MLLMs with a Comprehensive Ordinal Regression Dataset
by: Wang, Jinhong, et al.
Published: (2025)
by: Wang, Jinhong, et al.
Published: (2025)
Zero-Shot Semantic Communication with Multimodal Foundation Models
by: Hu, Jiangjing, et al.
Published: (2025)
by: Hu, Jiangjing, et al.
Published: (2025)
Prospects for AI-Enhanced ECG as a Unified Screening Tool for Cardiac and Non-Cardiac Conditions -- An Explorative Study in Emergency Care
by: Strodthoff, Nils, et al.
Published: (2023)
by: Strodthoff, Nils, et al.
Published: (2023)
Fusion of ECG Foundation Model Embeddings to Improve Early Detection of Acute Coronary Syndromes
by: Meng, Zeyuan, et al.
Published: (2025)
by: Meng, Zeyuan, et al.
Published: (2025)
Lightweight Multi-task CNN for ECG Diagnosis with GRU-Diffusion
by: Xu, Lehuai, et al.
Published: (2025)
by: Xu, Lehuai, et al.
Published: (2025)
CoFE: A Framework Generating Counterfactual ECG for Explainable Cardiac AI-Diagnostics
by: Jang, Jong-Hwan, et al.
Published: (2025)
by: Jang, Jong-Hwan, et al.
Published: (2025)
ECG-EmotionNet: Nested Mixture of Expert (NMoE) Adaptation of ECG-Foundation Model for Driver Emotion Recognition
by: Mansourian, Nastaran, et al.
Published: (2025)
by: Mansourian, Nastaran, et al.
Published: (2025)
SONIC: Synergizing VisiON Foundation Models for Stress RecogNItion from ECG signals
by: Phukan, Orchid Chetia, et al.
Published: (2024)
by: Phukan, Orchid Chetia, et al.
Published: (2024)
ECG Foundation Models and Medical LLMs for Agentic Cardiovascular Intelligence at the Edge: A Review and Outlook
by: Khan, Mudassir Hasan, et al.
Published: (2026)
by: Khan, Mudassir Hasan, et al.
Published: (2026)
TolerantECG: A Foundation Model for Imperfect Electrocardiogram
by: Nguyen, Huynh Dang, et al.
Published: (2025)
by: Nguyen, Huynh Dang, et al.
Published: (2025)
CECGSR: Circular ECG Super-Resolution
by: Li, Honggui, et al.
Published: (2025)
by: Li, Honggui, et al.
Published: (2025)
Instant Preliminary Cardiac Analysis from Smartphone Auscultation: A Real-World Canine Heart Sound Dataset and Evaluation
by: Jose, Aswin, et al.
Published: (2026)
by: Jose, Aswin, et al.
Published: (2026)
Monitoring Real-Time ECG Signals on Mobile Systems
by: Yuksel, Beyazit Bestami
Published: (2025)
by: Yuksel, Beyazit Bestami
Published: (2025)
Lightweight Deep Autoencoder for ECG Denoising with Morphology Preservation and Near Real-Time Hardware Deployment
by: Nejad, Mahdi Pirayesh Shirazi, et al.
Published: (2025)
by: Nejad, Mahdi Pirayesh Shirazi, et al.
Published: (2025)
Multi-Channel Masked Autoencoder and Comprehensive Evaluations for Reconstructing 12-Lead ECG from Arbitrary Single-Lead ECG
by: Chen, Jiarong, et al.
Published: (2024)
by: Chen, Jiarong, et al.
Published: (2024)
AnyAccomp: Generalizable Accompaniment Generation via Quantized Melodic Bottleneck
by: Zhang, Junan, et al.
Published: (2025)
by: Zhang, Junan, et al.
Published: (2025)
Pretraining Strategies and Scaling for ECG Foundation Models: A Systematic Study
by: Al-Masud, M A, et al.
Published: (2026)
by: Al-Masud, M A, et al.
Published: (2026)
ECG-TEM: Time-based sub-Nyquist sampling for ECG signal reconstruction and Hardware Prototype
by: Naaman, Hila, et al.
Published: (2024)
by: Naaman, Hila, et al.
Published: (2024)
Bidirectional Fusion Guided by Cardiac Patterns for Semi-Supervised ECG Segmentation
by: Lim, Jeonghwa, et al.
Published: (2026)
by: Lim, Jeonghwa, et al.
Published: (2026)
Cross-Learning Between ECG and PCG: Exploring Common and Exclusive Characteristics of Bimodal Electromechanical Cardiac Waveforms
by: Karimi, Sajjad, et al.
Published: (2025)
by: Karimi, Sajjad, et al.
Published: (2025)
Investigation of Using Non-Contact Electrodes for Fetal ECG Monitoring
by: Le, Tai, et al.
Published: (2025)
by: Le, Tai, et al.
Published: (2025)
Similar Items
-
AnyECG: Evolved ECG Foundation Model for Holistic Health Profiling
by: Li, Jun, et al.
Published: (2026) -
Personalized Heart Disease Detection via ECG Digital Twin Generation
by: Hu, Yaojun, et al.
Published: (2024) -
Versatile and Risk-Sensitive Cardiac Diagnosis via Graph-Based ECG Signal Representation
by: Wang, Yue, et al.
Published: (2025) -
MambaCapsule: Towards Transparent Cardiac Disease Diagnosis with Electrocardiography Using Mamba Capsule Network
by: Xu, Yinlong, et al.
Published: (2024) -
Test-Time Adaptation for EEG Foundation Models: A Systematic Study under Real-World Distribution Shifts
by: Lee, Gabriel Jason, et al.
Published: (2026)