Copertina

ECG-CL: A Comprehensive Electrocardiogram Interpretation Method Based on Continual Learning

Fuente: arXiv

Salvato in:

Dettagli Bibliografici
Autori principali:	Gao, Hongxiang, Wang, Xingyao, Chen, Zhenghua, Wu, Min, Li, Jianqing, Liu, Chengyu
Natura:	Preprint
Pubblicazione:	2023
Soggetti:	Signal Processing Machine Learning
Accesso online:	Acceder al recurso
Tags:	Aggiungi Tag Nessun Tag, puoi essere il primo ad aggiungerne!!

Documenti analoghi

Masked Autoencoders that Feel the Heart: Unveiling Simplicity Bias for ECG Analyses
di: Xu, He-Yang, et al.
Pubblicazione: (2025)

TolerantECG: A Foundation Model for Imperfect Electrocardiogram
di: Nguyen, Huynh Dang, et al.
Pubblicazione: (2025)

A Benchmark Study of Deep Learning Methods for Multi-Label Pediatric Electrocardiogram-Based Cardiovascular Disease Classification
di: Chen, Yiqiao
Pubblicazione: (2025)

Deep Neural Network Architectures for Electrocardiogram Classification: A Comprehensive Evaluation
di: Song, Yun, et al.
Pubblicazione: (2026)

Predicting Chest Radiograph Findings from Electrocardiograms Using Interpretable Machine Learning
di: Matejas, Julia, et al.
Pubblicazione: (2025)

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

A Comprehensive Benchmark for Electrocardiogram Time-Series
di: Tang, Zhijiang, et al.
Pubblicazione: (2025)

ECG-SleepNet: Deep Learning-Based Comprehensive Sleep Stage Classification Using ECG Signals
di: Aghaomidi, Poorya, et al.
Pubblicazione: (2024)

ECGadv: Generating Adversarial Electrocardiogram to Misguide Arrhythmia Classification System
di: Chen, Huangxun, et al.
Pubblicazione: (2019)

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

Enhancing AI-Based ECG Delineation with Deep Learning Denoising Techniques
di: Breeding-Allison, Jeff, et al.
Pubblicazione: (2026)

MSECG: Incorporating Mamba for Robust and Efficient ECG Super-Resolution
di: Lin, Jie, et al.
Pubblicazione: (2024)

Graph-Based Spatio-temporal Attention and Multi-Scale Fusion for Clinically Interpretable, High-Fidelity Fetal ECG Extraction
di: Wang, Chang, et al.
Pubblicazione: (2025)

Continuous Determination of Respiratory Rate in Hospitalized Patients using Machine Learning Applied to Electrocardiogram Telemetry
di: Kite, Thomas, et al.
Pubblicazione: (2025)

NERULA: A Dual-Pathway Self-Supervised Learning Framework for Electrocardiogram Signal Analysis
di: Manimaran, Gouthamaan, et al.
Pubblicazione: (2024)

Abnormality Prediction and Forecasting of Laboratory Values from Electrocardiogram Signals Using Multimodal Deep Learning
di: Alcaraz, Juan Miguel Lopez, et al.
Pubblicazione: (2024)

Human Activity Recognition Based on Electrocardiogram Data Only
di: Montazeri, Sina, et al.
Pubblicazione: (2025)

Estimation of Cardiac and Non-cardiac Diagnosis from Electrocardiogram Features
di: Alcaraz, Juan Miguel Lopez, et al.
Pubblicazione: (2024)

Learning ECG Representations via Poly-Window Contrastive Learning
di: Yuan, Yi, et al.
Pubblicazione: (2025)

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

Finding "Good Views" of Electrocardiogram Signals for Inferring Abnormalities in Cardiac Condition
di: Jeong, Hyewon, et al.
Pubblicazione: (2024)

Towards Synthesizing Twelve-Lead Electrocardiograms from Two Asynchronous Leads
di: Jo, Yong-Yeon, et al.
Pubblicazione: (2021)

Enhancing Contrastive Learning-based Electrocardiogram Pretrained Model with Patient Memory Queue
di: Sun, Xiaoyu, et al.
Pubblicazione: (2025)

Masked Transformer for Electrocardiogram Classification
di: Zhou, Ya, et al.
Pubblicazione: (2023)

Unlocking Telemetry Potential: Self-Supervised Learning for Continuous Clinical Electrocardiogram Monitoring
di: Kite, Thomas, et al.
Pubblicazione: (2024)

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

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

Combining Scatter Transform and Deep Neural Networks for Multilabel Electrocardiogram Signal Classification
di: Oppelt, Maximilian P, et al.
Pubblicazione: (2020)

Exploring Best Practices for ECG Pre-Processing in Machine Learning
di: Salimi, Amir, et al.
Pubblicazione: (2023)

Generating Realistic Multi-Beat ECG Signals
di: Pöhl, Paul, et al.
Pubblicazione: (2025)

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

Electrocardiogram-based diagnosis of liver diseases: an externally validated and explainable machine learning approach
di: Alcaraz, Juan Miguel Lopez, et al.
Pubblicazione: (2024)

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

Guiding Masked Representation Learning to Capture Spatio-Temporal Relationship of Electrocardiogram
di: Na, Yeongyeon, et al.
Pubblicazione: (2024)

An Empirical Investigation of Reconstruction-Based Models for Seizure Prediction from ECG Signals
di: Chopannavaz, Mohammad Reza, et al.
Pubblicazione: (2025)

Fine-grained Contrastive Learning for ECG-Report Alignment with Waveform Enhancement
di: Li, Haitao, et al.
Pubblicazione: (2025)

The Rlign Algorithm for Enhanced Electrocardiogram Analysis through R-Peak Alignment for Explainable Classification and Clustering
di: Plagwitz, Lucas, et al.
Pubblicazione: (2024)

Explaining Deep Learning for ECG Analysis: Building Blocks for Auditing and Knowledge Discovery
di: Wagner, Patrick, et al.
Pubblicazione: (2023)

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

A Multi-Resolution Mutual Learning Network for Multi-Label ECG Classification
di: Huang, Wei, et al.
Pubblicazione: (2024)