Using Test-Time Data Augmentation for Cross-Domain Atrial Fibrillation Detection from ECG Signals
Fuente:
arXiv
Saved in:
| Main Authors: | Soleimani, Majid, Toosi, Maedeh H., Mohammadi, Siamak, Khalaj, Babak Hossein |
|---|---|
| Format: | Preprint |
| Published: |
2025
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
Domain-Adaptive Arrhythmia Classification Using a Hybrid Transformer on Wearable Heart Signals
by: Toosi, Maedeh H., et al.
Published: (2026)
by: Toosi, Maedeh H., et al.
Published: (2026)
SleepLiteCNN: Energy-Efficient Sleep Apnea Subtype Classification with 1-Second Resolution Using Single-Lead ECG
by: Mohammadi, Zahra, et al.
Published: (2025)
by: Mohammadi, Zahra, et al.
Published: (2025)
RawECGNet: Deep Learning Generalization for Atrial Fibrillation Detection from the Raw ECG
by: Ben-Moshe, Noam, et al.
Published: (2023)
by: Ben-Moshe, Noam, et al.
Published: (2023)
Sampling Matters: The Effect of ECG Frequency on Deep Learning-Based Atrial Fibrillation Detection
by: Mahmuod, Arjan, et al.
Published: (2026)
by: Mahmuod, Arjan, et al.
Published: (2026)
Deciphering Heartbeat Signatures: A Vision Transformer Approach to Explainable Atrial Fibrillation Detection from ECG Signals
by: Mohan, Aruna, et al.
Published: (2024)
by: Mohan, Aruna, et al.
Published: (2024)
Energy-Efficient Real-Time 4-Stage Sleep Classification at 10-Second Resolution: A Comprehensive Study
by: Mohammadi, Zahra, et al.
Published: (2025)
by: Mohammadi, Zahra, et al.
Published: (2025)
Cross-Domain Lifelong Reinforcement Learning for Wireless Sensor Networks
by: Firouzjaei, Hossein Mohammadi, et al.
Published: (2025)
by: Firouzjaei, Hossein Mohammadi, et al.
Published: (2025)
SQUWA: Signal Quality Aware DNN Architecture for Enhanced Accuracy in Atrial Fibrillation Detection from Noisy PPG Signals
by: Yan, Runze, et al.
Published: (2024)
by: Yan, Runze, et al.
Published: (2024)
Feasibility Analysis of Federated Neural Networks for Explainable Detection of Atrial Fibrillation
by: Santos, Diogo Reis, et al.
Published: (2024)
by: Santos, Diogo Reis, et al.
Published: (2024)
Edge AI as a Service with Coordinated Deep Neural Networks
by: Maleki, Alireza, et al.
Published: (2024)
by: Maleki, Alireza, et al.
Published: (2024)
Obstructive Sleep Apnea Characterization: A Multimodal Cross-Recurrence-Based Approach for Investigating Atrial Fibrillation
by: Rinkevičius, Mantas, et al.
Published: (2025)
by: Rinkevičius, Mantas, et al.
Published: (2025)
Deep Joint Source Channel Coding for Privacy-Aware End-to-End Image Transmission
by: Letafati, Mehdi, et al.
Published: (2024)
by: Letafati, Mehdi, et al.
Published: (2024)
Time Variability of FibrillatoryWaves Energy Predicts Long-Term Outcome of Atrial Fibrillation Concomitant Surgical Ablation
by: Rodenas, Juan, et al.
Published: (2024)
by: Rodenas, Juan, et al.
Published: (2024)
Pan-Tompkins++: A Robust Approach to Detect R-peaks in ECG Signals
by: Khan, Naimul, et al.
Published: (2022)
by: Khan, Naimul, et al.
Published: (2022)
Low-power, Energy-efficient, Cardiologist-level Atrial Fibrillation Detection for Wearable Devices
by: Loroch, Dominik, et al.
Published: (2025)
by: Loroch, Dominik, et al.
Published: (2025)
Learning to Predict Global Atrial Fibrillation Dynamics from Sparse Measurements
by: Jenkins, Alexander, et al.
Published: (2025)
by: Jenkins, Alexander, et al.
Published: (2025)
Monitoring Real-Time ECG Signals on Mobile Systems
by: Yuksel, Beyazit Bestami
Published: (2025)
by: Yuksel, Beyazit Bestami
Published: (2025)
Comparative Analysis of Data Augmentation for Clinical ECG Classification with STAR
by: Nemati, Nader
Published: (2025)
by: Nemati, Nader
Published: (2025)
Noise And Artifacts Elimination In ECG Signals Using Wavelet, Variational Mode Decomposition And Nonlocal Means Algorithm
by: Jabeur, Taoufik Ben, et al.
Published: (2024)
by: Jabeur, Taoufik Ben, et al.
Published: (2024)
ECG Signal Denoising Using Multi-scale Patch Embedding and Transformers
by: Zhu, Ding, et al.
Published: (2024)
by: Zhu, Ding, et al.
Published: (2024)
Application of Joint Notch Filtering and Wavelet Transform for Enhanced Powerline Interference Removal in Atrial Fibrillation Electrograms
by: Martinez-Iniesta, Miguel, et al.
Published: (2024)
by: Martinez-Iniesta, Miguel, et al.
Published: (2024)
Augmentation of EEG and ECG Time Series for Deep Learning Applications: Integrating Changepoint Detection into the iAAFT Surrogates
by: Moutonnet, Nina, et al.
Published: (2025)
by: Moutonnet, Nina, 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)
by: Mansourian, Nastaran, 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)
by: Naaman, Hila, et al.
Published: (2024)
Catheter Ablation Outcome Prediction With Advanced Time-Frequency Features of the Fibrillatory Waves From Patients in Persistent Atrial Fibrillation
by: Escribano, Pilar, et al.
Published: (2024)
by: Escribano, Pilar, et al.
Published: (2024)
Optimizing Medication Decisions for Patients with Atrial Fibrillation through Path Development Network
by: Xie, Tian
Published: (2024)
by: Xie, Tian
Published: (2024)
A Deep Learning Method for Beat-Level Risk Analysis and Interpretation of Atrial Fibrillation Patients during Sinus Rhythm
by: Lei, Jun, et al.
Published: (2024)
by: Lei, Jun, et al.
Published: (2024)
Generating Realistic Multi-Beat ECG Signals
by: Pöhl, Paul, et al.
Published: (2025)
by: Pöhl, Paul, 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)
Blind Source Separation of Radar Signals in Time Domain Using Deep Learning
by: Hinderer, Sven
Published: (2025)
by: Hinderer, Sven
Published: (2025)
Leveraging Self-Supervised Learning Methods for Remote Screening of Subjects with Paroxysmal Atrial Fibrillation
by: Atienza, Adrian, et al.
Published: (2025)
by: Atienza, Adrian, et al.
Published: (2025)
An Open-Source Python Framework and Synthetic ECG Image Datasets for Digitization, Lead and Lead Name Detection, and Overlapping Signal Segmentation
by: Rahimi, Masoud, et al.
Published: (2025)
by: Rahimi, Masoud, et al.
Published: (2025)
Preoperative Prediction of Catheter Ablation Outcome in Persistent Atrial Fibrillation Patients through Spectral Organization Analysis of the Surface Fibrillatory Waves
by: Escribano, P., et al.
Published: (2024)
by: Escribano, P., et al.
Published: (2024)
Novel Entropy-Based Metrics for Long-Term Atrial Fibrillation Recurrence Prediction Following Surgical Ablation: Insights from Preoperative Electrocardiographic Analysis
by: Escribano, P., et al.
Published: (2024)
by: Escribano, P., et al.
Published: (2024)
In-ear ECG Signal Enhancement with Denoising Convolutional Autoencoders
by: Occhipinti, Edoardo, et al.
Published: (2024)
by: Occhipinti, Edoardo, et al.
Published: (2024)
A Real-time and Hardware Efficient Artfecat-free Spike Sorting Using Deep Spike Detection
by: Jiang, Xiaoyu, et al.
Published: (2025)
by: Jiang, Xiaoyu, et al.
Published: (2025)
Lightweight Deep Autoencoder for ECG Denoising with Morphology Preservation and Near Real-Time Hardware Deployment
by: Nejad, Mahdi Pirayesh Shirazi, et al.
Published: (2025)
by: Nejad, Mahdi Pirayesh Shirazi, et al.
Published: (2025)
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)
Investigation of Using Non-Contact Electrodes for Fetal ECG Monitoring
by: Le, Tai, et al.
Published: (2025)
by: Le, Tai, et al.
Published: (2025)
Multi-Source and Test-Time Domain Adaptation on Multivariate Signals using Spatio-Temporal Monge Alignment
by: Gnassounou, Théo, et al.
Published: (2024)
by: Gnassounou, Théo, et al.
Published: (2024)
Similar Items
-
Domain-Adaptive Arrhythmia Classification Using a Hybrid Transformer on Wearable Heart Signals
by: Toosi, Maedeh H., et al.
Published: (2026) -
SleepLiteCNN: Energy-Efficient Sleep Apnea Subtype Classification with 1-Second Resolution Using Single-Lead ECG
by: Mohammadi, Zahra, et al.
Published: (2025) -
RawECGNet: Deep Learning Generalization for Atrial Fibrillation Detection from the Raw ECG
by: Ben-Moshe, Noam, et al.
Published: (2023) -
Sampling Matters: The Effect of ECG Frequency on Deep Learning-Based Atrial Fibrillation Detection
by: Mahmuod, Arjan, et al.
Published: (2026) -
Deciphering Heartbeat Signatures: A Vision Transformer Approach to Explainable Atrial Fibrillation Detection from ECG Signals
by: Mohan, Aruna, et al.
Published: (2024)