SleepLiteCNN: Energy-Efficient Sleep Apnea Subtype Classification with 1-Second Resolution Using Single-Lead ECG
Fuente:
arXiv
Enregistré dans:
| Auteurs principaux: | Mohammadi, Zahra, Mohammadi, Siamak |
|---|---|
| Format: | Preprint |
| Publié: |
2025
|
| Sujets: | |
| Accès en ligne: | |
| Tags: |
Ajouter un tag
Pas de tags, Soyez le premier à ajouter un tag!
|
Documents similaires
Energy-Efficient Real-Time 4-Stage Sleep Classification at 10-Second Resolution: A Comprehensive Study
par: Mohammadi, Zahra, et autres
Publié: (2025)
par: Mohammadi, Zahra, et autres
Publié: (2025)
ECG-SleepNet: Deep Learning-Based Comprehensive Sleep Stage Classification Using ECG Signals
par: Aghaomidi, Poorya, et autres
Publié: (2024)
par: Aghaomidi, Poorya, et autres
Publié: (2024)
SleepFM: Multi-modal Representation Learning for Sleep Across Brain Activity, ECG and Respiratory Signals
par: Thapa, Rahul, et autres
Publié: (2024)
par: Thapa, Rahul, et autres
Publié: (2024)
Staging by the Book: Automatic Sleep Stage Classification Using Scoring Rules
par: Hardarson, Emil, et autres
Publié: (2026)
par: Hardarson, Emil, et autres
Publié: (2026)
MC2SleepNet: Multi-modal Cross-masking with Contrastive Learning for Sleep Stage Classification
par: Na, Younghoon, et autres
Publié: (2025)
par: Na, Younghoon, et autres
Publié: (2025)
Holter-to-Sleep: AI-Enabled Repurposing of Single-Lead ECG for Sleep Phenotyping
par: Xie, Donglin, et autres
Publié: (2026)
par: Xie, Donglin, et autres
Publié: (2026)
NeuroSleep: Neuromorphic Event-Driven Single-Channel EEG Sleep Staging for Edge-Efficient Sensing
par: Li, Boyu, et autres
Publié: (2026)
par: Li, Boyu, et autres
Publié: (2026)
Energy-Efficient Sleep Mode Optimization of 5G mmWave Networks Using Deep Contextual MAB
par: Masrur, Saad, et autres
Publié: (2024)
par: Masrur, Saad, et autres
Publié: (2024)
Multi-Channel Masked Autoencoder and Comprehensive Evaluations for Reconstructing 12-Lead ECG from Arbitrary Single-Lead ECG
par: Chen, Jiarong, et autres
Publié: (2024)
par: Chen, Jiarong, et autres
Publié: (2024)
Domain-Adaptive Arrhythmia Classification Using a Hybrid Transformer on Wearable Heart Signals
par: Toosi, Maedeh H., et autres
Publié: (2026)
par: Toosi, Maedeh H., et autres
Publié: (2026)
The Breakthrough of Sleep: A Contactless Approach for Accurate Sleep Stage Detection Using the Sleepal AI Lamp
par: Diao, Zhuo, et autres
Publié: (2026)
par: Diao, Zhuo, et autres
Publié: (2026)
Using Test-Time Data Augmentation for Cross-Domain Atrial Fibrillation Detection from ECG Signals
par: Soleimani, Majid, et autres
Publié: (2025)
par: Soleimani, Majid, et autres
Publié: (2025)
Arrhythmia Classification from 12-Lead ECG Signals Using Convolutional and Transformer-Based Deep Learning Models
par: Apostol, Andrei, et autres
Publié: (2025)
par: Apostol, Andrei, et autres
Publié: (2025)
Self-Alignment Learning to Improve Myocardial Infarction Detection from Single-Lead ECG
par: Jin, Jiarui, et autres
Publié: (2025)
par: Jin, Jiarui, et autres
Publié: (2025)
Multimodal Sleep Stage and Sleep Apnea Classification Using Vision Transformer: A Multitask Explainable Learning Approach
par: Kazemi, Kianoosh, et autres
Publié: (2025)
par: Kazemi, Kianoosh, et autres
Publié: (2025)
NapTune: Efficient Model Tuning for Mood Classification using Previous Night's Sleep Measures along with Wearable Time-series
par: Shome, Debaditya, et autres
Publié: (2024)
par: Shome, Debaditya, et autres
Publié: (2024)
Deep Learning-based Automated Diagnosis of Obstructive Sleep Apnea and Sleep Stage Classification in Children Using Millimeter-wave Radar and Pulse Oximeter
par: Wang, Wei, et autres
Publié: (2024)
par: Wang, Wei, et autres
Publié: (2024)
SelectiveFinetuning: Enhancing Transfer Learning in Sleep Staging through Selective Domain Alignment
par: Zhao, Siyuan, et autres
Publié: (2025)
par: Zhao, Siyuan, et autres
Publié: (2025)
A Complex UNet Approach for Non-Invasive Fetal ECG Extraction Using Single-Channel Dry Textile Electrodes
par: Orvas, Iulia, et autres
Publié: (2025)
par: Orvas, Iulia, et autres
Publié: (2025)
NeuroNet: A Novel Hybrid Self-Supervised Learning Framework for Sleep Stage Classification Using Single-Channel EEG
par: Lee, Cheol-Hui, et autres
Publié: (2024)
par: Lee, Cheol-Hui, et autres
Publié: (2024)
Retrieving Filter Spectra in CNN for Explainable Sleep Stage Classification
par: Goerttler, Stephan, et autres
Publié: (2025)
par: Goerttler, Stephan, et autres
Publié: (2025)
Electrocardiogram Classification with Transformers Using Koopman and Wavelet Features
par: Ghosh, Sucheta, et autres
Publié: (2026)
par: Ghosh, Sucheta, et autres
Publié: (2026)
Explainable Parallel CNN-LSTM Model for Differentiating Ventricular Tachycardia from Supraventricular Tachycardia with Aberrancy in 12-Lead ECGs
par: Teimouri-Jervekani, Zahra, et autres
Publié: (2025)
par: Teimouri-Jervekani, Zahra, et autres
Publié: (2025)
xLSTM-ECG: Multi-label ECG Classification via Feature Fusion with xLSTM
par: Kang, Lei, et autres
Publié: (2025)
par: Kang, Lei, et autres
Publié: (2025)
Toward Foundational Model for Sleep Analysis Using a Multimodal Hybrid Self-Supervised Learning Framework
par: Lee, Cheol-Hui, et autres
Publié: (2025)
par: Lee, Cheol-Hui, et autres
Publié: (2025)
Accurate Radar-Based Detection of Sleep Apnea Using Overlapping Time-Interval Averaging
par: Hasegawa, Kodai, et autres
Publié: (2025)
par: Hasegawa, Kodai, et autres
Publié: (2025)
Detection of Sleep Apnea-Hypopnea Events Using Millimeter-wave Radar and Pulse Oximeter
par: Wang, Wei, et autres
Publié: (2024)
par: Wang, Wei, et autres
Publié: (2024)
ECG Semantic Integrator (ESI): A Foundation ECG Model Pretrained with LLM-Enhanced Cardiological Text
par: Yu, Han, et autres
Publié: (2024)
par: Yu, Han, et autres
Publié: (2024)
SleepNet: Attention-Enhanced Robust Sleep Prediction using Dynamic Social Networks
par: Khalid, Maryam, et autres
Publié: (2024)
par: Khalid, Maryam, et autres
Publié: (2024)
Evaluation of Deep Learning Models for LBBB Classification in ECG Signals
par: Ordóñez, Beatriz Macas, et autres
Publié: (2025)
par: Ordóñez, Beatriz Macas, et autres
Publié: (2025)
A CNN-based Local-Global Self-Attention via Averaged Window Embeddings for Hierarchical ECG Analysis
par: Buzelin, Arthur, et autres
Publié: (2025)
par: Buzelin, Arthur, et autres
Publié: (2025)
A Multi-Stage Hybrid CNN-Transformer Network for Automated Pediatric Lung Sound Classification
par: Shuvo, Samiul Based, et autres
Publié: (2025)
par: Shuvo, Samiul Based, et autres
Publié: (2025)
Classification of Heart Sounds Using Multi-Branch Deep Convolutional Network and LSTM-CNN
par: Latifi, Seyed Amir, et autres
Publié: (2024)
par: Latifi, Seyed Amir, et autres
Publié: (2024)
Personalized Sleep Prediction via Deep Adaptive Spatiotemporal Modeling and Sparse Data
par: Wang, Xueyi, et autres
Publié: (2025)
par: Wang, Xueyi, et autres
Publié: (2025)
SleePyCo: Automatic Sleep Scoring with Feature Pyramid and Contrastive Learning
par: Lee, Seongju, et autres
Publié: (2022)
par: Lee, Seongju, et autres
Publié: (2022)
MoEMba: A Mamba-based Mixture of Experts for High-Density EMG-based Hand Gesture Recognition
par: Shabanpour, Mehran, et autres
Publié: (2025)
par: Shabanpour, Mehran, et autres
Publié: (2025)
PulseFi: A Low Cost Robust Machine Learning System for Accurate Cardiopulmonary and Apnea Monitoring Using Channel State Information
par: Kocheta, Pranay, et autres
Publié: (2025)
par: Kocheta, Pranay, et autres
Publié: (2025)
SleepPPG-Net2: Deep learning generalization for sleep staging from photoplethysmography
par: Attia, Shirel, et autres
Publié: (2024)
par: Attia, Shirel, et autres
Publié: (2024)
MSA-CNN: A Lightweight Multi-Scale CNN with Attention for Sleep Stage Classification
par: Goerttler, Stephan, et autres
Publié: (2025)
par: Goerttler, Stephan, et autres
Publié: (2025)
Low-Complexity CNN-Based Classification of Electroneurographic Signals
par: Gokdag, Arek Berc, et autres
Publié: (2025)
par: Gokdag, Arek Berc, et autres
Publié: (2025)
Documents similaires
-
Energy-Efficient Real-Time 4-Stage Sleep Classification at 10-Second Resolution: A Comprehensive Study
par: Mohammadi, Zahra, et autres
Publié: (2025) -
ECG-SleepNet: Deep Learning-Based Comprehensive Sleep Stage Classification Using ECG Signals
par: Aghaomidi, Poorya, et autres
Publié: (2024) -
SleepFM: Multi-modal Representation Learning for Sleep Across Brain Activity, ECG and Respiratory Signals
par: Thapa, Rahul, et autres
Publié: (2024) -
Staging by the Book: Automatic Sleep Stage Classification Using Scoring Rules
par: Hardarson, Emil, et autres
Publié: (2026) -
MC2SleepNet: Multi-modal Cross-masking with Contrastive Learning for Sleep Stage Classification
par: Na, Younghoon, et autres
Publié: (2025)