Cover Image

Uncertainty-Aware Multi-view Arrhythmia Classification from ECG

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Ashhad, Mohd, Rahmani, Sana, Fayiz, Mohammed, Etemad, Ali, Hashemi, Javad
Format:	Preprint
Published:	2025
Subjects:	Signal Processing Machine Learning
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

In-Distribution and Out-of-Distribution Self-supervised ECG Representation Learning for Arrhythmia Detection
by: Soltanieh, Sahar, et al.
Published: (2023)

Dynamic Prototype Rehearsal for Continual ECG Arrhythmia Detection
by: Rahmani, Sana, et al.
Published: (2025)

Investigating ECG Diagnosis with Ambiguous Labels using Partial Label Learning
by: Rahmani, Sana, et al.
Published: (2025)

Subject Representation Learning from EEG using Graph Convolutional Variational Autoencoders
by: Mishra, Aditya, et al.
Published: (2025)

ArrhythmiaVision: Resource-Conscious Deep Learning Models with Visual Explanations for ECG Arrhythmia Classification
by: Baig, Zuraiz, et al.
Published: (2025)

ECG Classification System for Arrhythmia Detection Using Convolutional Neural Networks
by: Odugoudar, Aryan, et al.
Published: (2023)

Arrhythmia Classification from 12-Lead ECG Signals Using Convolutional and Transformer-Based Deep Learning Models
by: Apostol, Andrei, et al.
Published: (2025)

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

Deep Multitask Learning for Pervasive BMI Estimation and Identity Recognition in Smart Beds
by: Davoodnia, Vandad, et al.
Published: (2020)

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

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

Distance-Aware Error for Spline Networks: A Bottom-Up Approach to Uncertainty
by: Ataei, Masoud, et al.
Published: (2025)

Enhanced ECG Arrhythmia Detection Accuracy by Optimizing Divergence-Based Data Fusion
by: Su, Baozhuo, et al.
Published: (2025)

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

Advanced Neural Network Architecture for Enhanced Multi-Lead ECG Arrhythmia Detection through Optimized Feature Extraction
by: Challagundla, Bhavith Chandra
Published: (2024)

NapTune: Efficient Model Tuning for Mood Classification using Previous Night's Sleep Measures along with Wearable Time-series
by: Shome, Debaditya, et al.
Published: (2024)

Multi-Window Temporal Analysis for Enhanced Arrhythmia Classification: Leveraging Long-Range Dependencies in Electrocardiogram Signals
by: Wang, Tiezhi, et al.
Published: (2025)

Optimizing Neural Network Scale for ECG Classification
by: Lee, Byeong Tak, et al.
Published: (2023)

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

Domain-Adaptive Arrhythmia Classification Using a Hybrid Transformer on Wearable Heart Signals
by: Toosi, Maedeh H., et al.
Published: (2026)

Comparative Analysis of Data Augmentation for Clinical ECG Classification with STAR
by: Nemati, Nader
Published: (2025)

ELC: Evidential Lifelong Classifier for Uncertainty Aware Radar Pulse Classification
by: Rabie, Mohamed, et al.
Published: (2026)

Learning under Label Noise through Few-Shot Human-in-the-Loop Refinement
by: Saeed, Aaqib, et al.
Published: (2024)

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

rECGnition_v1.0: Arrhythmia detection using cardiologist-inspired multi-modal architecture incorporating demographic attributes in ECG
by: Srivastava, Shreya, et al.
Published: (2024)

Convolutional Fourier Analysis Network (CFAN): A Unified Time-Frequency Approach for ECG Classification
by: Jeong, Sam, et al.
Published: (2025)

Self-Supervised Pre-Training with Joint-Embedding Predictive Architecture Boosts ECG Classification Performance
by: Weimann, Kuba, et al.
Published: (2024)

ECG Signal Denoising Using Multi-scale Patch Embedding and Transformers
by: Zhu, Ding, et al.
Published: (2024)

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

K-DAREK: Distance Aware Error for Kurkova Kolmogorov Networks
by: Ataei, Masoud, et al.
Published: (2025)

A Tiny Transformer for Low-Power Arrhythmia Classification on Microcontrollers
by: Busia, Paola, et al.
Published: (2024)

Manifold Learning for Personalized and Label-Free Detection of Cardiac Arrhythmias
by: Vazifeh, Amir Reza, et al.
Published: (2025)

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

Neuro-Informed Adaptive Learning (NIAL) Algorithm: A Hybrid Deep Learning Approach for ECG Signal Classification
by: Rahman, Sowad
Published: (2025)

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

Communication-Efficient Multi-Modal Edge Inference via Uncertainty-Aware Distributed Learning
by: Zhao, Hang, et al.
Published: (2026)

Evaluation of Deep Learning Models for LBBB Classification in ECG Signals
by: Ordóñez, Beatriz Macas, et al.
Published: (2025)

Advancing Few-Shot Pediatric Arrhythmia Classification with a Novel Contrastive Loss and Multimodal Learning
by: Chen, Yiqiao, et al.
Published: (2025)

Modally Reduced Representation Learning of Multi-Lead ECG Signals through Simultaneous Alignment and Reconstruction
by: Ibtehaz, Nabil, et al.
Published: (2024)

EcoScaleNet: A Lightweight Multi Kernel Network for Long Sequence 12 lead ECG Classification
by: Kang, Dong-Hyeon, et al.
Published: (2025)