UT-OSANet: A Multimodal Deep Learning model for Evaluating and Classifying Obstructive Sleep Apnea
Fuente:
arXiv
Saved in:
| Main Authors: | Wang, Zijian, Bao, Xiaoyu, Zhao, Chenhao, Zhang, Jihui, Ai, Sizhi, Li, Yuanqing |
|---|---|
| Format: | Preprint |
| Published: |
2025
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
Deep Learning-based Automated Diagnosis of Obstructive Sleep Apnea and Sleep Stage Classification in Children Using Millimeter-wave Radar and Pulse Oximeter
by: Wang, Wei, et al.
Published: (2024)
by: Wang, Wei, et al.
Published: (2024)
Fusion of Millimeter-wave Radar and Pulse Oximeter Data for Low-burden Diagnosis of Obstructive Sleep Apnea-Hypopnea Syndrome
by: Wang, Wei, et al.
Published: (2025)
by: Wang, Wei, et al.
Published: (2025)
Simultaneous Polysomnography and Cardiotocography Reveal Temporal Correlation Between Maternal Obstructive Sleep Apnea and Fetal Hypoxia
by: Wang, Jingyu, et al.
Published: (2025)
by: Wang, Jingyu, et al.
Published: (2025)
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)
Multimodal Sleep Apnea Detection with Missing or Noisy Modalities
by: Fayyaz, Hamed, et al.
Published: (2024)
by: Fayyaz, Hamed, et al.
Published: (2024)
Multimodal Sleep Stage and Sleep Apnea Classification Using Vision Transformer: A Multitask Explainable Learning Approach
by: Kazemi, Kianoosh, et al.
Published: (2025)
by: Kazemi, Kianoosh, et al.
Published: (2025)
Detection of Sleep Apnea-Hypopnea Events Using Millimeter-wave Radar and Pulse Oximeter
by: Wang, Wei, et al.
Published: (2024)
by: Wang, Wei, et al.
Published: (2024)
ApSense: Data-driven Algorithm in PPG-based Sleep Apnea Sensing
by: Choksatchawathi, Tanut, et al.
Published: (2023)
by: Choksatchawathi, Tanut, et al.
Published: (2023)
Accurate Radar-Based Detection of Sleep Apnea Using Overlapping Time-Interval Averaging
by: Hasegawa, Kodai, et al.
Published: (2025)
by: Hasegawa, Kodai, et al.
Published: (2025)
Unobtrusive Reflectance Photoplethysmography for Detecting and Severity Grading of Sleep Apnea via Oxygen Desaturation Index
by: Adam, Karen, et al.
Published: (2025)
by: Adam, Karen, et al.
Published: (2025)
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)
Continuous SpO2 Monitoring Using Reflectance Pulse Oximetry at the Wrist and Upper Arm During Overnight Sleep Apnea Recordings
by: Adam, Karen, et al.
Published: (2025)
by: Adam, Karen, et al.
Published: (2025)
Multimodal Learning for MIMO Beam Prediction Based on Variational Inference
by: Zheng, Zijian, et al.
Published: (2026)
by: Zheng, Zijian, et al.
Published: (2026)
A Novel Deep Learning-Based Coarse-to-Fine Frame Synchronization Method for OTFS Systems
by: Men, Meiwen, et al.
Published: (2026)
by: Men, Meiwen, et al.
Published: (2026)
ULW-SleepNet: An Ultra-Lightweight Network for Multimodal Sleep Stage Scoring
by: Wang, Zhaowen, et al.
Published: (2026)
by: Wang, Zhaowen, et al.
Published: (2026)
Transfer Learning Assisted Fast Design Migration Over Technology Nodes: A Study on Transformer Matching Network
by: Chu, Chenhao, et al.
Published: (2025)
by: Chu, Chenhao, et al.
Published: (2025)
Transparency in Sleep Staging: Deep Learning Method for EEG Sleep Stage Classification with Model Interpretability
by: Sharma, Shivam, et al.
Published: (2023)
by: Sharma, Shivam, et al.
Published: (2023)
LightSleepNet: Design of a Personalized Portable Sleep Staging System Based on Single-Channel EEG
by: Liao, Yiqiao, et al.
Published: (2024)
by: Liao, Yiqiao, et al.
Published: (2024)
Multimodal Deep Learning-Empowered Beam Prediction in Future THz ISAC Systems
by: Zhang, Kai, et al.
Published: (2025)
by: Zhang, Kai, et al.
Published: (2025)
Deep Learning Based Dynamic Environment Reconstruction for Vehicular ISAC Scenarios
by: Song, Junzhe, et al.
Published: (2025)
by: Song, Junzhe, 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)
SWIPTNet: A Unified Deep Learning Framework for SWIPT based on GNN and Transfer Learning
by: Han, Hong, et al.
Published: (2025)
by: Han, Hong, et al.
Published: (2025)
Mitigating Evasion Attacks in Federated Learning-Based Signal Classifiers
by: Wang, Su, et al.
Published: (2023)
by: Wang, Su, et al.
Published: (2023)
Ray-Tracing Based Narrow-Beam Channel Simulation, Characterization and Performance Evaluation for 5G-R Systems
by: Zhou, Tao, et al.
Published: (2025)
by: Zhou, Tao, et al.
Published: (2025)
Contrastive Learning for Sleep Staging based on Inter Subject Correlation
by: Zhang, Tongxu, et al.
Published: (2023)
by: Zhang, Tongxu, et al.
Published: (2023)
Deep Learning for CSI Feedback: One-Sided Model and Joint Multi-Module Learning Perspectives
by: Guo, Yiran, et al.
Published: (2024)
by: Guo, Yiran, et al.
Published: (2024)
A Short Overview of Multi-Modal Wi-Fi Sensing
by: Zhao, Zijian
Published: (2025)
by: Zhao, Zijian
Published: (2025)
A Novel Delay-Doppler Domain Channel Sounding Method for 6G High-Mobility Scenarios
by: Bao, Kaifeng, et al.
Published: (2025)
by: Bao, Kaifeng, et al.
Published: (2025)
Heuristic Deep Reinforcement Learning for Phase Shift Optimization in RIS-assisted Secure Satellite Communication Systems with RSMA
by: Bao, Tingnan, et al.
Published: (2025)
by: Bao, Tingnan, et al.
Published: (2025)
Deep Learning-Based Traffic-Aware Base Station Sleep Mode and Cell Zooming Strategy in RIS-Aided Multi-Cell Networks
by: Sun, Shuo, et al.
Published: (2024)
by: Sun, Shuo, et al.
Published: (2024)
Graph Neural Networks for Wireless Networks: Graph Representation, Architecture and Evaluation
by: Lu, Yang, et al.
Published: (2024)
by: Lu, Yang, et al.
Published: (2024)
Deep Multimodal Learning for Real-Time DDoS Attacks Detection in Internet of Vehicles
by: Ababsa, Mohamed, et al.
Published: (2025)
by: Ababsa, Mohamed, et al.
Published: (2025)
Deep Learning Based Joint Space-Time-Frequency Domain Channel Prediction for Cell-Free Massive MIMO Systems
by: Qi, Yongning, et al.
Published: (2025)
by: Qi, Yongning, et al.
Published: (2025)
An Adaptive Antenna Impedance Matching Method via Deep Reinforcement Learning
by: Zhang, Guoquan, et al.
Published: (2026)
by: Zhang, Guoquan, et al.
Published: (2026)
Holter-to-Sleep: AI-Enabled Repurposing of Single-Lead ECG for Sleep Phenotyping
by: Xie, Donglin, et al.
Published: (2026)
by: Xie, Donglin, et al.
Published: (2026)
SmartUT: Receive Beamforming for Spectral Coexistence of NGSO Satellite Systems
by: Saifaldawla, Almoatssimbillah, et al.
Published: (2025)
by: Saifaldawla, Almoatssimbillah, et al.
Published: (2025)
Generalizable Sleep Staging via Multi-Level Domain Alignment
by: Wang, Jiquan, et al.
Published: (2023)
by: Wang, Jiquan, et al.
Published: (2023)
Alleviating Seasickness through Brain-Computer Interface-based Attention Shift
by: Bao, Xiaoyu, et al.
Published: (2025)
by: Bao, Xiaoyu, et al.
Published: (2025)
Analog-Only Beamforming for Near-Field Multiuser MIMO Communications
by: Wang, Ying, et al.
Published: (2024)
by: Wang, Ying, et al.
Published: (2024)
Entropy-based Probing Beam Selection and Beam Prediction via Deep Learning
by: Meng, Fan, et al.
Published: (2024)
by: Meng, Fan, et al.
Published: (2024)
Similar Items
-
Deep Learning-based Automated Diagnosis of Obstructive Sleep Apnea and Sleep Stage Classification in Children Using Millimeter-wave Radar and Pulse Oximeter
by: Wang, Wei, et al.
Published: (2024) -
Fusion of Millimeter-wave Radar and Pulse Oximeter Data for Low-burden Diagnosis of Obstructive Sleep Apnea-Hypopnea Syndrome
by: Wang, Wei, et al.
Published: (2025) -
Simultaneous Polysomnography and Cardiotocography Reveal Temporal Correlation Between Maternal Obstructive Sleep Apnea and Fetal Hypoxia
by: Wang, Jingyu, et al.
Published: (2025) -
Obstructive Sleep Apnea Characterization: A Multimodal Cross-Recurrence-Based Approach for Investigating Atrial Fibrillation
by: Rinkevičius, Mantas, et al.
Published: (2025) -
Multimodal Sleep Apnea Detection with Missing or Noisy Modalities
by: Fayyaz, Hamed, et al.
Published: (2024)