Cover Image

Graph-Based Spatio-temporal Attention and Multi-Scale Fusion for Clinically Interpretable, High-Fidelity Fetal ECG Extraction

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Wang, Chang, Zhu, Ming, Latifi, Shahram, Dawn, Buddhadeb, Zhai, Shengjie
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

S2M2ECG: Spatio-temporal bi-directional State Space Model Enabled Multi-branch Mamba for ECG
by: Zhang, Huaicheng, et al.
Published: (2025)

Investigation of Using Non-Contact Electrodes for Fetal ECG Monitoring
by: Le, Tai, et al.
Published: (2025)

MFConvTr: Multi-Frequency Convolutional Transformer for Fetal Arrhythmia Detection in Non-Invasive fECG
by: Chintapenta, Deva Satay Sriram, et al.
Published: (2025)

A Complex UNet Approach for Non-Invasive Fetal ECG Extraction Using Single-Channel Dry Textile Electrodes
by: Orvas, Iulia, et al.
Published: (2025)

Adaptive Spatio-temporal Estimation on the Graph Edges via Line Graph Transformation
by: Yan, Yi, et al.
Published: (2023)

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

Hierarchical Attention Network for Interpretable ECG-based Heart Disease Classification
by: Rodriguez, Mario Padilla, et al.
Published: (2025)

CardioPatternFormer: Pattern-Guided Attention for Interpretable ECG Classification with Transformer Architecture
by: Uğraş, Berat Kutay, et al.
Published: (2025)

ECG-CL: A Comprehensive Electrocardiogram Interpretation Method Based on Continual Learning
by: Gao, Hongxiang, et al.
Published: (2023)

A Spatio-Temporal Feature Fusion EEG Virtual Channel Signal Generation Network and Its Application in Anxiety Assessment
by: Yuan, Shangqing, et al.
Published: (2025)

A Multi-Scale Feature Extraction and Fusion UNet for Pathloss Prediction in UAV-Assisted mmWave Radio Networks
by: Hussain, Sajjad
Published: (2025)

Multi-Modal Fusion-Based Multi-Task Semantic Communication System
by: Zhu, Zengle, et al.
Published: (2024)

WirelessJEPA: A Multi-Antenna Foundation Model using Spatio-temporal Wireless Latent Predictions
by: Chu, Viet, et al.
Published: (2026)

Interpretable ECG Analysis for Myocardial Infarction Detection through Counterfactuals
by: Tanyel, Toygar, et al.
Published: (2023)

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

Multi-Source Interactive Resilient Fusion Algorithm Based on RIEKF
by: Xiaoyu, Ye, et al.
Published: (2024)

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

Attention-Guided Fusion of 1D and 2D CNNs for Robust ECG-Based Biometric Recognition
by: Arioua, et al.
Published: (2026)

Learning Wideband User Scheduling and Hybrid Precoding with Graph Neural Networks
by: Liu, Shengjie, et al.
Published: (2025)

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

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

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

A Multi-Scale Spatial Attention Network for Near-field MIMO Channel Estimation
by: Zhu, Zhiming, et al.
Published: (2025)

From Token to Rhythm: A Multi-Scale Approach for ECG-Language Pretraining
by: Wang, Fuying, et al.
Published: (2025)

Lightweight Multi-task CNN for ECG Diagnosis with GRU-Diffusion
by: Xu, Lehuai, et al.
Published: (2025)

anyECG-chat: A Generalist ECG-MLLM for Flexible ECG Input and Multi-Task Understanding
by: Li, Haitao, et al.
Published: (2025)

Sensor-Outage-Aware Spatio-Temporal Graph Reconstruction of High-Rise Facade Pressure Fields
by: Mirfakhar, Seyedeh Fatemeh, et al.
Published: (2026)

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

EEG-GMACN: Interpretable EEG Graph Mutual Attention Convolutional Network
by: Ye, Haili, et al.
Published: (2024)

GCMCG: A Clustering-Aware Graph Attention and Expert Fusion Network for Multi-Paradigm, Multi-task, and Cross-Subject EEG Decoding
by: Chen, Yiqiao, et al.
Published: (2025)

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

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

ECG-Chat: A Large ECG-Language Model for Cardiac Disease Diagnosis
by: Zhao, Yubao, et al.
Published: (2024)

Explainable Deep Neural Network for Multimodal ECG Signals: Intermediate vs Late Fusion
by: Oladunni, Timothy, et al.
Published: (2025)

Fusion of ECG Foundation Model Embeddings to Improve Early Detection of Acute Coronary Syndromes
by: Meng, Zeyuan, et al.
Published: (2025)

Benchmarking ECG FMs: A Reality Check Across Clinical Tasks
by: Al-Masud, M A, et al.
Published: (2025)

Classification of Heart Sounds Using Multi-Branch Deep Convolutional Network and LSTM-CNN
by: Latifi, Seyed Amir, et al.
Published: (2024)

A Spatio-temporal Prediction Methodology Based on Deep Learning and Real Wi-Fi Measurements
by: Shaabanzadeh, Seyedeh Soheila, et al.
Published: (2024)

Season-Independent PV Disaggregation Using Multi-Scale Net Load Temporal Feature Extraction and Weather Factor Fusion
by: Chen, Xiaolu, et al.
Published: (2025)

Phase-Time Array Enabled Multistatic Sensing with Multi-Level Fusion for UAV Localization
by: Gao, Ming, et al.
Published: (2026)