Cover Image

ECG-Chat: A Large ECG-Language Model for Cardiac Disease Diagnosis

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Zhao, Yubao, Kang, Jiaju, Zhang, Tian, Han, Puyu, Chen, Tong
Format:	Preprint
Published:	2024
Subjects:	Signal Processing
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

ECG-Expert-QA: A Benchmark for Evaluating Medical Large Language Models in Heart Disease Diagnosis
by: Wang, Xu, et al.
Published: (2025)

ECG Semantic Integrator (ESI): A Foundation ECG Model Pretrained with LLM-Enhanced Cardiological Text
by: Yu, Han, et al.
Published: (2024)

Lightweight Multi-task CNN for ECG Diagnosis with GRU-Diffusion
by: Xu, Lehuai, et al.
Published: (2025)

SCAR: Semantic Cardiac Adversarial Representation via Spatiotemporal Manifold Optimization in ECG
by: Jia, Shunbo, et al.
Published: (2025)

AnyECG: Evolved ECG Foundation Model for Holistic Health Profiling
by: Li, Jun, et al.
Published: (2026)

ECG-SMART-NET: A Deep Learning Architecture for Precise ECG Diagnosis of Occlusion Myocardial Infarction
by: Riek, Nathan T., et al.
Published: (2024)

CECGSR: Circular ECG Super-Resolution
by: Li, Honggui, et al.
Published: (2025)

ECG-TEM: Time-based sub-Nyquist sampling for ECG signal reconstruction and Hardware Prototype
by: Naaman, Hila, et al.
Published: (2024)

AnyECG: Foundational Models for Multitask Cardiac Analysis in Real-World Settings
by: Wang, Yue, et al.
Published: (2024)

Multi-Channel Masked Autoencoder and Comprehensive Evaluations for Reconstructing 12-Lead ECG from Arbitrary Single-Lead ECG
by: Chen, Jiarong, et al.
Published: (2024)

SSSD-ECG-nle: New Label Embeddings with Structured State-Space Models for ECG generation
by: Skorik, Sergey, et al.
Published: (2024)

CoFE: A Framework Generating Counterfactual ECG for Explainable Cardiac AI-Diagnostics
by: Jang, Jong-Hwan, et al.
Published: (2025)

anyECG-chat: A Generalist ECG-MLLM for Flexible ECG Input and Multi-Task Understanding
by: Li, Haitao, et al.
Published: (2025)

Deep learning model for ECG reconstruction reveals the information content of ECG leads
by: Gradowski, Tomasz, et al.
Published: (2025)

TransECG: Leveraging Transformers for Explainable ECG Re-identification Risk Analysis
by: Wang, Ziyu, et al.
Published: (2025)

Inferring ECG from PPG for Continuous Cardiac Monitoring Using Lightweight Neural Network
by: Li, Yuenan, et al.
Published: (2020)

xLSTM-ECG: Multi-label ECG Classification via Feature Fusion with xLSTM
by: Kang, Lei, et al.
Published: (2025)

MEETI: A Multimodal ECG Dataset from MIMIC-IV-ECG with Signals, Images, Features and Interpretations
by: Zhang, Deyun, et al.
Published: (2025)

ECG Unveiled: Analysis of Client Re-identification Risks in Real-World ECG Datasets
by: Wang, Ziyu, et al.
Published: (2024)

ECGXtract: Deep Learning-based ECG Feature Extraction for Automated CVD Diagnosis
by: Abuzied, Youssif, et al.
Published: (2025)

Self-Trained Model for ECG Complex Delineation
by: Avetisyan, Aram, et al.
Published: (2024)

Investigation of Using Non-Contact Electrodes for Fetal ECG Monitoring
by: Le, Tai, 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)

PPGFlowECG: Latent Rectified Flow with Cross-Modal Encoding for PPG-Guided ECG Generation and Cardiovascular Disease Detection
by: Fang, Xiaocheng, et al.
Published: (2025)

ECG-Byte: A Tokenizer for End-to-End Generative Electrocardiogram Language Modeling
by: Han, William, et al.
Published: (2024)

ConvexECG: Lightweight and Explainable Neural Networks for Personalized, Continuous Cardiac Monitoring
by: Ansari, Rayan, et al.
Published: (2024)

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)

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)

ECG-Based Stress Prediction with Power Spectral Density Features and Classification Models
by: Chowdhury, Md. Mohibbul Haque, 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)

Design of a Noval Wearable ECG Monitoring Device
by: Wang, Ruihua, et al.
Published: (2025)

Personalized Heart Disease Detection via ECG Digital Twin Generation
by: Hu, Yaojun, et al.
Published: (2024)

Simultaneous Optimized Orthogonal Matching Pursuit with Application to ECG Compression
by: Rebollo-Neira, Laura
Published: (2024)

DT4ECG: A Dual-Task Learning Framework for ECG-Based Human Identity Recognition and Human Activity Detection
by: You, Siyu, et al.
Published: (2025)

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)

Global and Local Contrastive Learning for Joint Representations from Cardiac MRI and ECG
by: Selivanov, Alexander, et al.
Published: (2025)

SONIC: Synergizing VisiON Foundation Models for Stress RecogNItion from ECG signals
by: Phukan, Orchid Chetia, et al.
Published: (2024)

Numerical Differentiation-based Electrophysiology-Aware Adaptive ResNet for Inverse ECG Modeling
by: Zhu, Lingzhen, et al.
Published: (2025)

S2M2ECG: Spatio-temporal bi-directional State Space Model Enabled Multi-branch Mamba for ECG
by: Zhang, Huaicheng, et al.
Published: (2025)

ECG-biometrics-bench: A Unified Framework for Reproducible Benchmarking of ECG Biometrics
by: Parvan, Milad
Published: (2026)