Saved in:
| Main Authors: | Lu, Guorui, Cai, Xiaohui, Stefanov, Todor, Chen, Qinyu |
|---|---|
| Format: | Preprint |
| Published: |
2026
|
| Subjects: | |
| Online Access: | https://arxiv.org/abs/2603.15539 |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
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)
Reconstructing 12-Lead ECG from 3-Lead ECG using Variational Autoencoder to Improve Cardiac Disease Detection of Wearable ECG Devices
by: Guan, Xinyan, et al.
Published: (2025)
by: Guan, Xinyan, et al.
Published: (2025)
CoRe-ECG: Advancing Self-Supervised Representation Learning for 12-Lead ECG via Contrastive and Reconstructive Synergy
by: Qin, Zehao, et al.
Published: (2026)
by: Qin, Zehao, et al.
Published: (2026)
ECG-Reasoning-Benchmark: A Benchmark for Evaluating Clinical Reasoning Capabilities in ECG Interpretation
by: Oh, Jungwoo, et al.
Published: (2026)
by: Oh, Jungwoo, et al.
Published: (2026)
OpenECG: Benchmarking ECG Foundation Models with Public 1.2 Million Records
by: Wan, Zhijiang, et al.
Published: (2025)
by: Wan, Zhijiang, 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)
BenchECG and xECG: a benchmark and baseline for ECG foundation models
by: Lunelli, Riccardo, et al.
Published: (2025)
by: Lunelli, Riccardo, et al.
Published: (2025)
SemiSegECG: A Multi-Dataset Benchmark for Semi-Supervised Semantic Segmentation in ECG Delineation
by: Park, Minje, et al.
Published: (2025)
by: Park, Minje, et al.
Published: (2025)
ECG-biometrics-bench: A Unified Framework for Reproducible Benchmarking of ECG Biometrics
by: Parvan, Milad
Published: (2026)
by: Parvan, Milad
Published: (2026)
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)
ExECG: An Explainable AI Framework for ECG models
by: Jang, Jong-Hwan, et al.
Published: (2026)
by: Jang, Jong-Hwan, et al.
Published: (2026)
MEETI: A Multimodal ECG Dataset from MIMIC-IV-ECG with Signals, Images, Features and Interpretations
by: Zhang, Deyun, et al.
Published: (2025)
by: Zhang, Deyun, et al.
Published: (2025)
Translation from Wearable PPG to 12-Lead ECG
by: Ji, Hui, et al.
Published: (2025)
by: Ji, Hui, et al.
Published: (2025)
ECG-Soup: Harnessing Multi-Layer Synergy for ECG Foundation Models
by: Nguyen, Phu X., et al.
Published: (2025)
by: Nguyen, Phu X., et al.
Published: (2025)
CARE-ECG: Causal Agent-based Reasoning for Explainable and Counterfactual ECG Interpretation
by: Khatibi, Elahe, et al.
Published: (2026)
by: Khatibi, Elahe, et al.
Published: (2026)
AnyECG: Evolved ECG Foundation Model for Holistic Health Profiling
by: Li, Jun, et al.
Published: (2026)
by: Li, Jun, et al.
Published: (2026)
Deep learning model for ECG reconstruction reveals the information content of ECG leads
by: Gradowski, Tomasz, et al.
Published: (2025)
by: Gradowski, Tomasz, et al.
Published: (2025)
TransECG: Leveraging Transformers for Explainable ECG Re-identification Risk Analysis
by: Wang, Ziyu, et al.
Published: (2025)
by: Wang, Ziyu, et al.
Published: (2025)
DiffECG: A Versatile Probabilistic Diffusion Model for ECG Signals Synthesis
by: Neifar, Nour, et al.
Published: (2023)
by: Neifar, Nour, et al.
Published: (2023)
Echo2ECG: Enhancing ECG Representations with Cardiac Morphology from Multi-View Echos
by: Liman, Michelle Espranita, et al.
Published: (2026)
by: Liman, Michelle Espranita, et al.
Published: (2026)
Multimodal Latent Fusion of ECG Leads for Early Assessment of Pulmonary Hypertension
by: Suvon, Mohammod N. I., et al.
Published: (2025)
by: Suvon, Mohammod N. I., et al.
Published: (2025)
EVL-ECG: Efficient ECG Interpretation With Multi-Aspect Heterogeneous Knowledge Distillation
by: Hong, Dang Nguyen, et al.
Published: (2026)
by: Hong, Dang Nguyen, et al.
Published: (2026)
Modally Reduced Representation Learning of Multi-Lead ECG Signals through Simultaneous Alignment and Reconstruction
by: Ibtehaz, Nabil, et al.
Published: (2024)
by: Ibtehaz, Nabil, et al.
Published: (2024)
CrossStateECG: Multi-Scale Deep Convolutional Network with Attention for Rest-Exercise ECG Biometrics
by: Zheng, Dan, et al.
Published: (2025)
by: Zheng, Dan, et al.
Published: (2025)
ECG-RAMBA: Zero-Shot ECG Generalization by Morphology-Rhythm Disentanglement and Long-Range Modeling
by: Nguyen, Hai Duong, et al.
Published: (2025)
by: Nguyen, Hai Duong, et al.
Published: (2025)
SSSD-ECG-nle: New Label Embeddings with Structured State-Space Models for ECG generation
by: Skorik, Sergey, et al.
Published: (2024)
by: Skorik, Sergey, et al.
Published: (2024)
Knowledge-enhanced Multimodal ECG Representation Learning with Arbitrary-Lead Inputs
by: Liu, Che, et al.
Published: (2025)
by: Liu, Che, et al.
Published: (2025)
CuPID: Leveraging Masked Single-Lead ECG Modelling for Enhancing the Representations
by: Atienza, Adtian, et al.
Published: (2025)
by: Atienza, Adtian, et al.
Published: (2025)
ODE-Constrained Generative Modeling of Cardiac Dynamics for 12-Lead ECG Synthesis
by: Yehuda, Yakir, et al.
Published: (2024)
by: Yehuda, Yakir, et al.
Published: (2024)
SignalMC-MED: A Multimodal Benchmark for Evaluating Biosignal Foundation Models on Single-Lead ECG and PPG
by: Gustafsson, Fredrik K., et al.
Published: (2026)
by: Gustafsson, Fredrik K., et al.
Published: (2026)
Reading Your Heart: Learning ECG Words and Sentences via Pre-training ECG Language Model
by: Jin, Jiarui, et al.
Published: (2025)
by: Jin, Jiarui, et al.
Published: (2025)
xLSTM-ECG: Multi-label ECG Classification via Feature Fusion with xLSTM
by: Kang, Lei, et al.
Published: (2025)
by: Kang, Lei, et al.
Published: (2025)
ECG-SMART-NET: A Deep Learning Architecture for Precise ECG Diagnosis of Occlusion Myocardial Infarction
by: Riek, Nathan T., et al.
Published: (2024)
by: Riek, Nathan T., et al.
Published: (2024)
PPGFlowECG: Latent Rectified Flow with Cross-Modal Encoding for PPG-Guided ECG Generation and Cardiovascular Disease Detection
by: Fang, Xiaocheng, et al.
Published: (2025)
by: Fang, Xiaocheng, et al.
Published: (2025)
Holter-to-Sleep: AI-Enabled Repurposing of Single-Lead ECG for Sleep Phenotyping
by: Xie, Donglin, et al.
Published: (2026)
by: Xie, Donglin, et al.
Published: (2026)
Benchmarking ECG FMs: A Reality Check Across Clinical Tasks
by: Al-Masud, M A, et al.
Published: (2025)
by: Al-Masud, M A, et al.
Published: (2025)
ECG-SleepNet: Deep Learning-Based Comprehensive Sleep Stage Classification Using ECG Signals
by: Aghaomidi, Poorya, et al.
Published: (2024)
by: Aghaomidi, Poorya, et al.
Published: (2024)
Verification and Identification in ECG biometric on large-scale
by: Arjuna, Scagnetto
Published: (2026)
by: Arjuna, Scagnetto
Published: (2026)
Transfer Learning in ECG Diagnosis: Is It Effective?
by: Nguyen, Cuong V., et al.
Published: (2024)
by: Nguyen, Cuong V., et al.
Published: (2024)
S2M2ECG: Spatio-temporal bi-directional State Space Model Enabled Multi-branch Mamba for ECG
by: Zhang, Huaicheng, et al.
Published: (2025)
by: Zhang, Huaicheng, et al.
Published: (2025)
Similar Items
-
Multi-Channel Masked Autoencoder and Comprehensive Evaluations for Reconstructing 12-Lead ECG from Arbitrary Single-Lead ECG
by: Chen, Jiarong, et al.
Published: (2024) -
Reconstructing 12-Lead ECG from 3-Lead ECG using Variational Autoencoder to Improve Cardiac Disease Detection of Wearable ECG Devices
by: Guan, Xinyan, et al.
Published: (2025) -
CoRe-ECG: Advancing Self-Supervised Representation Learning for 12-Lead ECG via Contrastive and Reconstructive Synergy
by: Qin, Zehao, et al.
Published: (2026) -
ECG-Reasoning-Benchmark: A Benchmark for Evaluating Clinical Reasoning Capabilities in ECG Interpretation
by: Oh, Jungwoo, et al.
Published: (2026) -
OpenECG: Benchmarking ECG Foundation Models with Public 1.2 Million Records
by: Wan, Zhijiang, et al.
Published: (2025)