Transformer Meets Gated Residual Networks To Enhance Photoplethysmogram Artifact Detection Informed by Mutual Information Neural Estimation
Fuente:
arXiv
Saved in:
| Main Authors: | Le, Thanh-Dung, Macabiau, Clara, Albert, Kévin, Chatzinotas, Symeon, Jouvet, Philippe, Noumeir, Rita |
|---|---|
| Format: | Preprint |
| Published: |
2024
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
GRN-Transformer: Enhancing Motion Artifact Detection in PICU Photoplethysmogram Signals
by: Le, Thanh-Dung, et al.
Published: (2023)
by: Le, Thanh-Dung, et al.
Published: (2023)
A Novel Transformer-Based Self-Supervised Learning Method to Enhance Photoplethysmogram Signal Artifact Detection
by: Le, Thanh-Dung, et al.
Published: (2024)
by: Le, Thanh-Dung, et al.
Published: (2024)
Label Propagation Techniques for Artifact Detection in Imbalanced Classes using Photoplethysmogram Signals
by: Macabiau, Clara, et al.
Published: (2023)
by: Macabiau, Clara, et al.
Published: (2023)
Improving Transformer Performance for French Clinical Notes Classification Using Mixture of Experts on a Limited Dataset
by: Le, Thanh-Dung, et al.
Published: (2023)
by: Le, Thanh-Dung, et al.
Published: (2023)
Are Medium-Sized Transformers Models still Relevant for Medical Records Processing?
by: Lompo, Boammani Aser, et al.
Published: (2024)
by: Lompo, Boammani Aser, et al.
Published: (2024)
The Impact of LoRA Adapters on LLMs for Clinical Text Classification Under Computational and Data Constraints
by: Le, Thanh-Dung, et al.
Published: (2024)
by: Le, Thanh-Dung, et al.
Published: (2024)
When 5G NTN Meets GNSS: Tracking GNSS Signals under Overlaid 5G Waveforms
by: Edjekouane, Idir, et al.
Published: (2025)
by: Edjekouane, Idir, et al.
Published: (2025)
Improved Differential Evolution for Enhancing the Aggregated Channel Estimation of RIS-Aided Cell-Free Massive MIMO
by: Van Chien, Trinh, et al.
Published: (2025)
by: Van Chien, Trinh, et al.
Published: (2025)
Non-Contact Physiological Monitoring in Pediatric Intensive Care Units via Adaptive Masking and Self-Supervised Learning
by: Salah, Mohamed Khalil Ben, et al.
Published: (2026)
by: Salah, Mohamed Khalil Ben, et al.
Published: (2026)
Enhancing Indoor and Outdoor THz Communications with Beyond Diagonal-IRS: Optimization and Performance Analysis
by: Mahmood, Asad, et al.
Published: (2024)
by: Mahmood, Asad, et al.
Published: (2024)
STAR-RIS-Assisted Communication Radar Coexistence: Analysis and Optimization
by: Papazafeiropoulos, Anastasios, et al.
Published: (2024)
by: Papazafeiropoulos, Anastasios, et al.
Published: (2024)
Hybrid RIS With Sub-Connected Active Partitions: Performance Analysis and Transmission Design
by: Ntougias, Konstantinos, et al.
Published: (2024)
by: Ntougias, Konstantinos, et al.
Published: (2024)
Heart Rate and Body Temperature Relationship in Children Admitted to PICU -- A Machine Learning Approach
by: Lu, Emilie, et al.
Published: (2024)
by: Lu, Emilie, et al.
Published: (2024)
Exploring Radial Symmetry on Phased Arrays Using Particle Swarm Optimization
by: Kazanskii, Arkadii, et al.
Published: (2025)
by: Kazanskii, Arkadii, et al.
Published: (2025)
Beyond Diagonal RIS Enhanced Cognitive Radio Enabled Multilayer Non-Terrestrial Networks
by: Khan, Wali Ullah, et al.
Published: (2025)
by: Khan, Wali Ullah, et al.
Published: (2025)
RACNN: Residual Attention Convolutional Neural Network for Near-Field Channel Estimation in 6G Wireless Communications
by: Lam, Vu Tung, et al.
Published: (2025)
by: Lam, Vu Tung, et al.
Published: (2025)
Enhanced Throughput and Seamless Handover Solutions for Urban 5G-Vehicle C-Band Integrated Satellite-Terrestrial Networks
by: Nguyen-Kha, Hung, et al.
Published: (2025)
by: Nguyen-Kha, Hung, et al.
Published: (2025)
Interference analysis of Positioning Reference Signals in 5G NTN
by: Gonzalez-Garrido, Alejandro, et al.
Published: (2024)
by: Gonzalez-Garrido, Alejandro, et al.
Published: (2024)
Two-Timescale Design for Active STAR-RIS Aided Massive MIMO Systems
by: Papazafeiropoulos, Anastasios, et al.
Published: (2024)
by: Papazafeiropoulos, Anastasios, et al.
Published: (2024)
Near-Field Terahertz Communications: Model-Based and Model-Free Channel Estimation
by: Elbir, Ahmet M., et al.
Published: (2023)
by: Elbir, Ahmet M., et al.
Published: (2023)
On Mutual Information Neural Estimation for Localization
by: Hinderer, Sven, et al.
Published: (2025)
by: Hinderer, Sven, et al.
Published: (2025)
Low-Complexity Channel Estimation Protocol for Non-Diagonal RIS-Assisted Communications
by: Samy, Mostafa, et al.
Published: (2025)
by: Samy, Mostafa, et al.
Published: (2025)
Handover-Aware Power Minimization for Networked LEO Satellite Communications: Joint Cooperative Beamforming and Scheduling
by: Zhang, Yuchen, et al.
Published: (2026)
by: Zhang, Yuchen, et al.
Published: (2026)
Terahertz-Band Integrated Sensing and Communications: Challenges and Opportunities
by: Elbir, Ahmet M., et al.
Published: (2022)
by: Elbir, Ahmet M., et al.
Published: (2022)
Multi-objective Representation for Numbers in Clinical Narratives: A CamemBERT-Bio-Based Alternative to Large-Scale LLMs
by: Lompo, Boammani Aser, et al.
Published: (2024)
by: Lompo, Boammani Aser, et al.
Published: (2024)
Predictive Models based on Deep Learning Algorithms for Tensile Deformation of AlCoCuCrFeNi High-entropy alloy
by: Nguyen, Hoang-Giang, et al.
Published: (2024)
by: Nguyen, Hoang-Giang, et al.
Published: (2024)
Transformer-based Hybrid Beamforming with Dynamic Subarray for Near-Space Airship-Borne Communications
by: Wang, Ruiqi, et al.
Published: (2026)
by: Wang, Ruiqi, et al.
Published: (2026)
Enhancing Physical Layer Security in Cognitive Radio-Enabled NTNs with Beyond Diagonal RIS
by: Khan, Wali Ullah, et al.
Published: (2025)
by: Khan, Wali Ullah, et al.
Published: (2025)
Weighted Codebook Scheme for RIS-Assisted Point-to-Point MIMO Communications
by: Yu, Zhiheng, et al.
Published: (2025)
by: Yu, Zhiheng, et al.
Published: (2025)
Integration of Beyond Diagonal RIS and UAVs in 6G NTNs: Enhancing Aerial Connectivity
by: Khan, Wali Ullah, et al.
Published: (2024)
by: Khan, Wali Ullah, et al.
Published: (2024)
Optimal Interference Exploitation Waveform Design with Relaxed Block-Level Power Constraints
by: Tong, Xiao, et al.
Published: (2025)
by: Tong, Xiao, et al.
Published: (2025)
Efficient Transmission Scheme for LEO Satellite-Based NB-IoT: A Data-Driven Perspective
by: Dwivedi, Ayush Kumar, et al.
Published: (2024)
by: Dwivedi, Ayush Kumar, et al.
Published: (2024)
Robust Design of Beyond-Diagonal Reconfigurable Intelligent Surface Empowered RSMA-SWIPT System Under Channel Estimation Errors
by: Asif, Muhammad, et al.
Published: (2025)
by: Asif, Muhammad, et al.
Published: (2025)
Unlocking Symbol-Level Precoding Efficiency Through Tensor Equivariant Neural Network
by: Zhang, Jinshuo, et al.
Published: (2025)
by: Zhang, Jinshuo, et al.
Published: (2025)
Joint Power Allocation and User Scheduling in Integrated Satellite-Terrestrial Cell-Free Massive MIMO IoT Systems
by: Van Chien, Trinh, et al.
Published: (2024)
by: Van Chien, Trinh, et al.
Published: (2024)
Hybrid Deep Learning-Based for Enhanced Occlusion Segmentation in PICU Patient Monitoring
by: Munoz, Mario Francisco, et al.
Published: (2024)
by: Munoz, Mario Francisco, et al.
Published: (2024)
Real-Time Stress Detection via Photoplethysmogram Signals: Implementation of a Combined Continuous Wavelet Transform and Convolutional Neural Network on Resource-Constrained Microcontrollers
by: Hasanpoor, Yasin, et al.
Published: (2024)
by: Hasanpoor, Yasin, et al.
Published: (2024)
Performance of Double-Stacked Intelligent Metasurface-Assisted Multiuser Massive MIMO Communications in the Wave Domain
by: Papazafeiropoulos, Anastasios, et al.
Published: (2024)
by: Papazafeiropoulos, Anastasios, et al.
Published: (2024)
LEO Satellite-Enabled Random Access with Large Differential Delay and Doppler Shift
by: Shen, Boxiao, et al.
Published: (2024)
by: Shen, Boxiao, et al.
Published: (2024)
Explainable Gated Bayesian Recurrent Neural Network for Non-Markov State Estimation
by: Yan, Shi, et al.
Published: (2023)
by: Yan, Shi, et al.
Published: (2023)
Similar Items
-
GRN-Transformer: Enhancing Motion Artifact Detection in PICU Photoplethysmogram Signals
by: Le, Thanh-Dung, et al.
Published: (2023) -
A Novel Transformer-Based Self-Supervised Learning Method to Enhance Photoplethysmogram Signal Artifact Detection
by: Le, Thanh-Dung, et al.
Published: (2024) -
Label Propagation Techniques for Artifact Detection in Imbalanced Classes using Photoplethysmogram Signals
by: Macabiau, Clara, et al.
Published: (2023) -
Improving Transformer Performance for French Clinical Notes Classification Using Mixture of Experts on a Limited Dataset
by: Le, Thanh-Dung, et al.
Published: (2023) -
Are Medium-Sized Transformers Models still Relevant for Medical Records Processing?
by: Lompo, Boammani Aser, et al.
Published: (2024)