Motion-Robust Multimodal Fusion of PPG and Accelerometer Signals for Three-Class Heart Rhythm Classification
Fuente:
arXiv
Guardado en:
| Autores principales: | Zhao, Yangyang, Kaisti, Matti, Lahdenoja, Olli, Koivisto, Tero |
|---|---|
| Formato: | Preprint |
| Publicado: |
2025
|
| Materias: | |
| Acceso en línea: | |
| Etiquetas: |
Agregar Etiqueta
Sin Etiquetas, Sea el primero en etiquetar este registro!
|
Ejemplares similares
Lightweight ResNet-Based Deep Learning for Photoplethysmography Signal Quality Assessment
por: Zhao, Yangyang, et al.
Publicado: (2025)
por: Zhao, Yangyang, et al.
Publicado: (2025)
Few-shot Class-incremental Learning for Classification and Object Detection: A Survey
por: Zhang, Jinghua, et al.
Publicado: (2023)
por: Zhang, Jinghua, et al.
Publicado: (2023)
TransfoRhythm: A Transformer Architecture Conductive to Blood Pressure Estimation via Solo PPG Signal Capturing
por: Arjomand, Amir, et al.
Publicado: (2024)
por: Arjomand, Amir, et al.
Publicado: (2024)
EnhancePPG: Improving PPG-based Heart Rate Estimation with Self-Supervision and Augmentation
por: Benfenati, Luca, et al.
Publicado: (2024)
por: Benfenati, Luca, et al.
Publicado: (2024)
Empirical investigation of multi-source cross-validation in clinical ECG classification
por: Leinonen, Tuija, et al.
Publicado: (2024)
por: Leinonen, Tuija, et al.
Publicado: (2024)
Temporal Cardiovascular Dynamics for Improved PPG-Based Heart Rate Estimation
por: Demirel, Berken Utku, et al.
Publicado: (2025)
por: Demirel, Berken Utku, et al.
Publicado: (2025)
Towards Characterizing Knowledge Distillation of PPG Heart Rate Estimation Models
por: Arora, Kanav, et al.
Publicado: (2025)
por: Arora, Kanav, et al.
Publicado: (2025)
Flexible framework for generating synthetic electrocardiograms and photoplethysmograms
por: Karhinoja, Katri, et al.
Publicado: (2024)
por: Karhinoja, Katri, et al.
Publicado: (2024)
Hemodynamic Bedside Monitoring Instrument with Pressure and Optical Sensors: Validation and Modality Comparison
por: Matti Kaisti, et al.
Publicado: (2024)
por: Matti Kaisti, et al.
Publicado: (2024)
SignalMC-MED: A Multimodal Benchmark for Evaluating Biosignal Foundation Models on Single-Lead ECG and PPG
por: Gustafsson, Fredrik K., et al.
Publicado: (2026)
por: Gustafsson, Fredrik K., et al.
Publicado: (2026)
Accelerometer-Based Multivariate Time-Series Dataset for Calf Behavior Classification
por: Dissanayake, Oshana, et al.
Publicado: (2024)
por: Dissanayake, Oshana, et al.
Publicado: (2024)
SiamAF: Learning Shared Information from ECG and PPG Signals for Robust Atrial Fibrillation Detection
por: Guo, Zhicheng, et al.
Publicado: (2023)
por: Guo, Zhicheng, et al.
Publicado: (2023)
Stress Assessment with Convolutional Neural Network Using PPG Signals
por: Hasanpoor, Yasin, et al.
Publicado: (2024)
por: Hasanpoor, Yasin, et al.
Publicado: (2024)
PPG-Distill: Efficient Photoplethysmography Signals Analysis via Foundation Model Distillation
por: Ni, Juntong, et al.
Publicado: (2025)
por: Ni, Juntong, et al.
Publicado: (2025)
Stress Detection Using PPG Signal and Combined Deep CNN-MLP Network
por: Hasanpoor, Yasin, et al.
Publicado: (2024)
por: Hasanpoor, Yasin, et al.
Publicado: (2024)
Continuous Wavelet Transformation and VGG16 Deep Neural Network for Stress Classification in PPG Signals
por: Hasanpoor, Yasin, et al.
Publicado: (2024)
por: Hasanpoor, Yasin, et al.
Publicado: (2024)
Multimodal Lyrics-Rhythm Matching
por: Liao, Callie C., et al.
Publicado: (2023)
por: Liao, Callie C., et al.
Publicado: (2023)
Event Classification of Accelerometer Data for Industrial Package Monitoring with Embedded Deep Learning
por: Renault, Manon, et al.
Publicado: (2025)
por: Renault, Manon, et al.
Publicado: (2025)
Self-Supervised and Topological Signal-Quality Assessment for Any PPG Device
por: Shao, Wei, et al.
Publicado: (2025)
por: Shao, Wei, et al.
Publicado: (2025)
GPT-PPG: A GPT-based Foundation Model for Photoplethysmography Signals
por: Chen, Zhaoliang, et al.
Publicado: (2025)
por: Chen, Zhaoliang, et al.
Publicado: (2025)
KID-PPG: Knowledge Informed Deep Learning for Extracting Heart Rate from a Smartwatch
por: Kechris, Christodoulos, et al.
Publicado: (2024)
por: Kechris, Christodoulos, et al.
Publicado: (2024)
Class-Conditional Distribution Balancing for Group Robust Classification
por: Zhao, Miaoyun, et al.
Publicado: (2025)
por: Zhao, Miaoyun, et al.
Publicado: (2025)
MPNet: A Robust and Efficient Manifold Pooling Network for Multi-Rhythm EEG Signal Decoding
por: Cai, Guoqing, et al.
Publicado: (2026)
por: Cai, Guoqing, et al.
Publicado: (2026)
Robust CNN-based Respiration Rate Estimation for Smartwatch PPG and IMU
por: Kazemi, Kianoosh, et al.
Publicado: (2024)
por: Kazemi, Kianoosh, et al.
Publicado: (2024)
CLEP-GAN: An Innovative Approach to Subject-Independent ECG Reconstruction from PPG Signals
por: Li, Xiaoyan, et al.
Publicado: (2025)
por: Li, Xiaoyan, et al.
Publicado: (2025)
Cross-View Attention Fusion Net: A Prior-Guided Dual-View Representation Learning for Cardiac Output Estimation from Short-Term PPG Signals
por: Zhang, Yaowen, et al.
Publicado: (2026)
por: Zhang, Yaowen, et al.
Publicado: (2026)
Adaptive Thresholding for Multi-Label Classification via Global-Local Signal Fusion
por: Shamatrin, Dmytro
Publicado: (2025)
por: Shamatrin, Dmytro
Publicado: (2025)
Robust Multimodal Learning via Entropy-Gated Contrastive Fusion
por: Chlon, Leon, et al.
Publicado: (2025)
por: Chlon, Leon, et al.
Publicado: (2025)
RhythmBERT: A Self-Supervised Language Model Based on Latent Representations of ECG Waveforms for Heart Disease Detection
por: Wang, Xin, et al.
Publicado: (2026)
por: Wang, Xin, et al.
Publicado: (2026)
Rethinking Multimodality: Optimizing Multimodal Deep Learning for Biomedical Signal Classification
por: Oladunni, Timothy, et al.
Publicado: (2025)
por: Oladunni, Timothy, et al.
Publicado: (2025)
Domain-Adaptive Arrhythmia Classification Using a Hybrid Transformer on Wearable Heart Signals
por: Toosi, Maedeh H., et al.
Publicado: (2026)
por: Toosi, Maedeh H., et al.
Publicado: (2026)
Scaling to Multimodal and Multichannel Heart Sound Classification with Synthetic and Augmented Biosignals
por: Marocchi, Milan, et al.
Publicado: (2025)
por: Marocchi, Milan, et al.
Publicado: (2025)
PPG-to-ECG Signal Translation for Continuous Atrial Fibrillation Detection via Attention-based Deep State-Space Modeling
por: Vo, Khuong, et al.
Publicado: (2023)
por: Vo, Khuong, et al.
Publicado: (2023)
Generalist vs Specialist Time Series Foundation Models: Investigating Potential Emergent Behaviors in Assessing Human Health Using PPG Signals
por: Kataria, Saurabh, et al.
Publicado: (2025)
por: Kataria, Saurabh, et al.
Publicado: (2025)
SQUWA: Signal Quality Aware DNN Architecture for Enhanced Accuracy in Atrial Fibrillation Detection from Noisy PPG Signals
por: Yan, Runze, et al.
Publicado: (2024)
por: Yan, Runze, et al.
Publicado: (2024)
Three-Way Emotion Classification of EEG-based Signals using Machine Learning
por: Purwar, Ashna, et al.
Publicado: (2026)
por: Purwar, Ashna, et al.
Publicado: (2026)
R2I-rPPG: A Robust Region of Interest Selection Method for Remote Photoplethysmography to Extract Heart Rate
por: Nagar, Sandeep, et al.
Publicado: (2024)
por: Nagar, Sandeep, et al.
Publicado: (2024)
Beyond Single-Channel: Multichannel Signal Imaging for PPG-to-ECG Reconstruction with Vision Transformers
por: Li, Xiaoyan, et al.
Publicado: (2025)
por: Li, Xiaoyan, et al.
Publicado: (2025)
FairTune: A Bias-Aware Fine-Tuning Framework Towards Fair Heart Rate Prediction from PPG
por: Panchumarthi, Lovely Yeswanth, et al.
Publicado: (2025)
por: Panchumarthi, Lovely Yeswanth, et al.
Publicado: (2025)
SIGMA-PPG: Statistical-prior Informed Generative Masking Architecture for PPG Foundation Model
por: Guo, Zongheng, et al.
Publicado: (2026)
por: Guo, Zongheng, et al.
Publicado: (2026)
Ejemplares similares
-
Lightweight ResNet-Based Deep Learning for Photoplethysmography Signal Quality Assessment
por: Zhao, Yangyang, et al.
Publicado: (2025) -
Few-shot Class-incremental Learning for Classification and Object Detection: A Survey
por: Zhang, Jinghua, et al.
Publicado: (2023) -
TransfoRhythm: A Transformer Architecture Conductive to Blood Pressure Estimation via Solo PPG Signal Capturing
por: Arjomand, Amir, et al.
Publicado: (2024) -
EnhancePPG: Improving PPG-based Heart Rate Estimation with Self-Supervision and Augmentation
por: Benfenati, Luca, et al.
Publicado: (2024) -
Empirical investigation of multi-source cross-validation in clinical ECG classification
por: Leinonen, Tuija, et al.
Publicado: (2024)