Inter-patient ECG Arrhythmia Classification with LGNs and LUTNs
Fuente:
arXiv
Enregistré dans:
| Auteurs principaux: | Mommen, Wout, Keuninckx, Lars, Detterer, Paul, Colpaert, Achiel, Wambacq, Piet |
|---|---|
| Format: | Preprint |
| Publié: |
2026
|
| Sujets: | |
| Accès en ligne: | |
| Tags: |
Ajouter un tag
Pas de tags, Soyez le premier à ajouter un tag!
|
Documents similaires
A Method for Optimizing Connections in Differentiable Logic Gate Networks
par: Mommen, Wout, et autres
Publié: (2025)
par: Mommen, Wout, et autres
Publié: (2025)
Resource-Efficient Gesture Recognition using Low-Resolution Thermal Camera via Spiking Neural Networks and Sparse Segmentation
par: Safa, Ali, et autres
Publié: (2024)
par: Safa, Ali, et autres
Publié: (2024)
DeepArrhythmia: Segment-Contextualized ECG Arrhythmia Classification via Selective Evidence Acquisition
par: Li, Jiahui, et autres
Publié: (2026)
par: Li, Jiahui, et autres
Publié: (2026)
Uncertainty-Aware Multi-view Arrhythmia Classification from ECG
par: Ashhad, Mohd, et autres
Publié: (2025)
par: Ashhad, Mohd, et autres
Publié: (2025)
ArrhythmiaVision: Resource-Conscious Deep Learning Models with Visual Explanations for ECG Arrhythmia Classification
par: Baig, Zuraiz, et autres
Publié: (2025)
par: Baig, Zuraiz, et autres
Publié: (2025)
Synthetic ECG Generation for Data Augmentation and Transfer Learning in Arrhythmia Classification
par: Núñez, José Fernando, et autres
Publié: (2024)
par: Núñez, José Fernando, et autres
Publié: (2024)
ECG Classification System for Arrhythmia Detection Using Convolutional Neural Networks
par: Odugoudar, Aryan, et autres
Publié: (2023)
par: Odugoudar, Aryan, et autres
Publié: (2023)
Dynamic Prototype Rehearsal for Continual ECG Arrhythmia Detection
par: Rahmani, Sana, et autres
Publié: (2025)
par: Rahmani, Sana, et autres
Publié: (2025)
Electrocardiogram (ECG) Based Cardiac Arrhythmia Detection and Classification using Machine Learning Algorithms
par: Pokharel, Atit, et autres
Publié: (2024)
par: Pokharel, Atit, et autres
Publié: (2024)
A Systematic Review of ECG Arrhythmia Classification: Adherence to Standards, Fair Evaluation, and Embedded Feasibility
par: Silva, Guilherme, et autres
Publié: (2025)
par: Silva, Guilherme, et autres
Publié: (2025)
ECG Arrhythmia Detection Using Disease-specific Attention-based Deep Learning Model
par: Jin, Linpeng
Publié: (2024)
par: Jin, Linpeng
Publié: (2024)
Arrhythmia Classification from 12-Lead ECG Signals Using Convolutional and Transformer-Based Deep Learning Models
par: Apostol, Andrei, et autres
Publié: (2025)
par: Apostol, Andrei, et autres
Publié: (2025)
UCTECG-Net: Uncertainty-aware Convolution Transformer ECG Network for Arrhythmia Detection
par: Asgharnezhad, Hamzeh, et autres
Publié: (2026)
par: Asgharnezhad, Hamzeh, et autres
Publié: (2026)
CSI Measurements and Initial Results for Massive MIMO to UAV Communication
par: Cui, Zhuangzhuang, et autres
Publié: (2023)
par: Cui, Zhuangzhuang, et autres
Publié: (2023)
Evaluation of 3D Terrestrial and Aerial Spectrum Sharing with Massive MIMO Systems
par: Colpaert, Achiel, et autres
Publié: (2025)
par: Colpaert, Achiel, et autres
Publié: (2025)
Trajectory-Aware Air-to-Ground Channel Characterization for Low-Altitude UAVs Using MaMIMO Measurements
par: Saboor, Abdul, et autres
Publié: (2025)
par: Saboor, Abdul, et autres
Publié: (2025)
Enhanced ECG Arrhythmia Detection Accuracy by Optimizing Divergence-Based Data Fusion
par: Su, Baozhuo, et autres
Publié: (2025)
par: Su, Baozhuo, et autres
Publié: (2025)
In-Distribution and Out-of-Distribution Self-supervised ECG Representation Learning for Arrhythmia Detection
par: Soltanieh, Sahar, et autres
Publié: (2023)
par: Soltanieh, Sahar, et autres
Publié: (2023)
Masked Training for Robust Arrhythmia Detection from Digitalized Multiple Layout ECG Images
par: Zhang, Shanwei, et autres
Publié: (2025)
par: Zhang, Shanwei, et autres
Publié: (2025)
HeartBeatAI: An Interpretable and Robust Deep Learning Framework for Multi-Label ECG Arrhythmia Detection
par: Gupta, Shubham, et autres
Publié: (2026)
par: Gupta, Shubham, et autres
Publié: (2026)
Optimized Hybrid Feature Engineering for Resource-Efficient Arrhythmia Detection in ECG Signals: An Optimization Framework
par: Singh, Moirangthem Tiken, et autres
Publié: (2026)
par: Singh, Moirangthem Tiken, et autres
Publié: (2026)
Bias Correction in Machine Learning-based Classification of Rare Events
par: Gubbels, Luuk, et autres
Publié: (2024)
par: Gubbels, Luuk, et autres
Publié: (2024)
ECGadv: Generating Adversarial Electrocardiogram to Misguide Arrhythmia Classification System
par: Chen, Huangxun, et autres
Publié: (2019)
par: Chen, Huangxun, et autres
Publié: (2019)
Advanced Neural Network Architecture for Enhanced Multi-Lead ECG Arrhythmia Detection through Optimized Feature Extraction
par: Challagundla, Bhavith Chandra
Publié: (2024)
par: Challagundla, Bhavith Chandra
Publié: (2024)
Dualband OFDM Delay Estimation for Multi-Target Localization
par: Kou, Jialun, et autres
Publié: (2026)
par: Kou, Jialun, et autres
Publié: (2026)
A Personalized Zero-Shot ECG Arrhythmia Monitoring System: From Sparse Representation Based Domain Adaption to Energy Efficient Abnormal Beat Detection for Practical ECG Surveillance
par: Yamaç, Mehmet, et autres
Publié: (2022)
par: Yamaç, Mehmet, et autres
Publié: (2022)
Optimizing Neural Network Scale for ECG Classification
par: Lee, Byeong Tak, et autres
Publié: (2023)
par: Lee, Byeong Tak, et autres
Publié: (2023)
A Tiny Transformer for Low-Power Arrhythmia Classification on Microcontrollers
par: Busia, Paola, et autres
Publié: (2024)
par: Busia, Paola, et autres
Publié: (2024)
Enhancing ECG Classification Robustness with Lightweight Unsupervised Anomaly Detection Filters
par: Ibrahim, Mustafa Fuad Rifet, et autres
Publié: (2025)
par: Ibrahim, Mustafa Fuad Rifet, et autres
Publié: (2025)
EfficientECG: Cross-Attention with Feature Fusion for Efficient Electrocardiogram Classification
par: Deng, Hanhui, et autres
Publié: (2025)
par: Deng, Hanhui, et autres
Publié: (2025)
ECGMamba: Towards Efficient ECG Classification with BiSSM
par: Qiang, Yupeng, et autres
Publié: (2024)
par: Qiang, Yupeng, et autres
Publié: (2024)
Domain-Adaptive Arrhythmia Classification Using a Hybrid Transformer on Wearable Heart Signals
par: Toosi, Maedeh H., et autres
Publié: (2026)
par: Toosi, Maedeh H., et autres
Publié: (2026)
rECGnition_v1.0: Arrhythmia detection using cardiologist-inspired multi-modal architecture incorporating demographic attributes in ECG
par: Srivastava, Shreya, et autres
Publié: (2024)
par: Srivastava, Shreya, et autres
Publié: (2024)
A Lightweight CNN-Attention-BiLSTM Architecture for Multi-Class Arrhythmia Classification on Standard and Wearable ECGs
par: Thota, Vamsikrishna, et autres
Publié: (2025)
par: Thota, Vamsikrishna, et autres
Publié: (2025)
Towards Automated Diagnosis of Inherited Arrhythmias: Combined Arrhythmia Classification Using Lead-Aware Spatial Attention Networks
par: Sigfstead, Sophie, et autres
Publié: (2026)
par: Sigfstead, Sophie, et autres
Publié: (2026)
xLSTM-ECG: Multi-label ECG Classification via Feature Fusion with xLSTM
par: Kang, Lei, et autres
Publié: (2025)
par: Kang, Lei, et autres
Publié: (2025)
Comparative Analysis of Data Augmentation for Clinical ECG Classification with STAR
par: Nemati, Nader
Publié: (2025)
par: Nemati, Nader
Publié: (2025)
Vib2ECG: A Paired Chest-Lead SCG-ECG Dataset and Benchmark for ECG Reconstruction
par: Lu, Guorui, et autres
Publié: (2026)
par: Lu, Guorui, et autres
Publié: (2026)
ECG Classification on PTB-XL: A Data-Centric Approach with Simplified CNN-VAE
par: Mehdi, Naqcho Ali, et autres
Publié: (2026)
par: Mehdi, Naqcho Ali, et autres
Publié: (2026)
ECG-SleepNet: Deep Learning-Based Comprehensive Sleep Stage Classification Using ECG Signals
par: Aghaomidi, Poorya, et autres
Publié: (2024)
par: Aghaomidi, Poorya, et autres
Publié: (2024)
Documents similaires
-
A Method for Optimizing Connections in Differentiable Logic Gate Networks
par: Mommen, Wout, et autres
Publié: (2025) -
Resource-Efficient Gesture Recognition using Low-Resolution Thermal Camera via Spiking Neural Networks and Sparse Segmentation
par: Safa, Ali, et autres
Publié: (2024) -
DeepArrhythmia: Segment-Contextualized ECG Arrhythmia Classification via Selective Evidence Acquisition
par: Li, Jiahui, et autres
Publié: (2026) -
Uncertainty-Aware Multi-view Arrhythmia Classification from ECG
par: Ashhad, Mohd, et autres
Publié: (2025) -
ArrhythmiaVision: Resource-Conscious Deep Learning Models with Visual Explanations for ECG Arrhythmia Classification
par: Baig, Zuraiz, et autres
Publié: (2025)