Citation sources

Updated weekly. Details via Crossref
Crossref Scopus Google Scholar
136 164 Search
2025
2025 IEEE International Conference on Consumer Electronics (ICCE)
2025
An Explainable Fusion of ECG and SpO2-Based Models for Real-Time Sleep Apnea Detection
Bioengineering
2025
Sleep apnea syndrome classification based om temporal ECG and SPO2 by using multimodal multichannel transfer module with squeeze and excitation
Biomedical Signal Processing and Control
2025
A Systematic Review on Machine Learning / Deep Learning Model-based Detection of Sleep Apnea Using Bio-Signals
Recent Patents on Engineering
2025
Transparent artificial intelligence-enabled interpretable and interactive sleep apnea assessment across flexible monitoring scenarios
Nature Communications
2025
Oxidative Stress and Inflammation in Hypoxemic Respiratory Diseases and Their Comorbidities: Molecular Insights and Diagnostic Advances in Chronic Obstructive Pulmonary Disease and Sleep Apnea
Antioxidants
2025
An Explainable AI Approach Towards Automatic Sleep Apnea Detection Based on ECG Signal
Procedia Computer Science
2025
Integrating physiological signals for enhanced sleep apnea diagnosis with SleepNet
Scientific Reports
2025
OSAMamba: An Adaptive Bidirectional Selective State-Space Model for OSA Detection
IEEE Transactions on Instrumentation and Measurement
2025
Lecture Notes in Computer Science
2025
Stockwell transform empowered attention-guided residual CNN for sleep Apnea classification
International Journal of System Assurance Engineering and Management
2025
Exploring Siamese‐Based Self‐Supervised Learning for Sleep Apnea Detection
Computational Intelligence
2025
Lecture Notes on Data Engineering and Communications Technologies
2025
Detection and severity assessment of obstructive sleep apnea according to deep learning of single‐lead electrocardiogram signals
Journal of Sleep Research
2025
Lecture Notes in Computer Science
2025
TP-CL: A novel temporal proximity contrastive learning approach for obstructive sleep apnea detection using single-lead electrocardiograms
Biomedical Signal Processing and Control
2025
2025 3rd International Conference on Inventive Computing and Informatics (ICICI)
2025
Lecture Notes in Electrical Engineering
2025
DIGS-Module: A Deformable Information Gain-Guided Scale Selection Structure Based on Physiological Signals for Classification
IEEE Internet of Things Journal
2025
Application of spectral characteristics of electrocardiogram signals in sleep apnea
Frontiers in Bioengineering and Biotechnology
2025
Communications in Computer and Information Science
2024
Multi-Feature Automatic Extraction for Detecting Obstructive Sleep Apnea Based on Single-Lead Electrocardiography Signals
Sensors
2024
Obstructive sleep apnea detection using optimized Bi-LSTM with random forest based exhaustive feature selector
Multimedia Tools and Applications
2024
A fine-grained convolutional recurrent model for obstructive sleep apnea detection
International Journal of Machine Learning and Cybernetics
2024
BAFNet: Bottleneck Attention Based Fusion Network for Sleep Apnea Detection
IEEE Journal of Biomedical and Health Informatics
2024
2024 3rd International Conference on Image Processing and Media Computing (ICIPMC)
2024
Multiscale Bidirectional Temporal Convolutional Network for Sleep Apnea Detection Based on Wearable Photoplethysmography Bracelet
IEEE Journal of Biomedical and Health Informatics
2024
THE 3RD INTERNATIONAL CONFERENCE ON NATURAL SCIENCES, MATHEMATICS, APPLICATIONS, RESEARCH, AND TECHNOLOGY (ICON-SMART2022): Mathematical Physics and Biotechnology for Education, Energy Efficiency, and Marine Industries
2024
Communications in Computer and Information Science
2024
Innovación en sueño
Open Respiratory Archives
2024
2024 IEEE International Conference on Systems, Man, and Cybernetics (SMC)
2024
2024 IEEE 6th Advanced Information Management, Communicates, Electronic and Automation Control Conference (IMCEC)
2024
Deep Attention Networks With Multi-Temporal Information Fusion for Sleep Apnea Detection
IEEE Open Journal of Engineering in Medicine and Biology
2024
Lecture Notes in Networks and Systems
2024
Recent Developments and Future Directions of Wearable Skin Biosignal Sensors
Advanced Sensor Research
2024
MPCNN: A Novel Matrix Profile Approach for CNN-based Single Lead Sleep Apnea in Classification Problem
IEEE Journal of Biomedical and Health Informatics
2024
2024 International Conference on Neuromorphic Computing (ICNC)
2024
Proceedings of the 3rd International Conference on Computing Advancements
2024
Deep and Shallow Learning Model-Based Sleep Apnea Diagnosis Systems: A Comprehensive Study
IEEE Access
2024
Sleep apnea detection from single-lead electrocardiogram signals using effective deep-shallow fusion network
Physiological Measurement
2024
Integration of wearable devices and deep learning: New possibilities for health management and disease prevention
BioScience Trends
2024
A particle swarm optimization-based deep clustering algorithm for power load curve analysis
Swarm and Evolutionary Computation
2024
Bare-bones based honey badger algorithm of CNN for Sleep Apnea detection
Cluster Computing
2024
2024 5th International Conference for Emerging Technology (INCET)
2024
EfficientNet-based machine learning architecture for sleep apnea identification in clinical single-lead ECG signal data sets
BioMedical Engineering OnLine
2024
DM-IACNN: A Dual-Multiscale Interactive Attention-Based Convolution Neural Network for Automated Detection of Sleep Apnea
IEEE Transactions on Instrumentation and Measurement
2024
Design of Metal Detection System Based on Convolutional Neural Network
Modeling and Simulation
2024
ApSense: Data-Driven Algorithm in PPG-Based Sleep Apnea Sensing
IEEE Internet of Things Journal
2024
Deep-Learning-Assisted Optical Transmitter Fingerprint Identification Based on the Constellation Diagram
IEEE Internet of Things Journal
2024
Signal to Image Conversion and Convolutional Neural Networks for Physiological Signal Processing: A Review
IEEE Access
2024
2024 2nd International Conference on Sustainable Computing and Smart Systems (ICSCSS)
2024
Application of LightGBM hybrid model based on TPE algorithm optimization in sleep apnea detection
Frontiers in Neuroscience
2024
Multi-expert ensemble ECG diagnostic algorithm using mutually exclusive–symbiotic correlation between 254 hierarchical multiple labels
npj Cardiovascular Health
2024
2024 IEEE International Conference on Interdisciplinary Approaches in Technology and Management for Social Innovation (IATMSI)
2024
ECGAN-Assisted ResT-Net Based on Fuzziness for OSA Detection
IEEE Transactions on Biomedical Engineering
2024
2024 International Conference on Engineering and Emerging Technologies (ICEET)
2024
Lecture Notes in Networks and Systems
2024
Preliminary Study Based on Myocardial Infarction Classification of 12-Lead Electrocardiography Images with Deep Learning Methods
The European Journal of Research and Development
2024
Integrated Vision and Sensor Based Analysis for Sleep Apnea Using FeatFaceNet Deep Learning
Journal of Electrical Engineering & Technology
2024
An Advanced Circular Adaptive Search Butterfly Optimization Algorithm for the CNN-based Sleep Apnea Detection Approach
IETE Journal of Research
2024
2024 IEEE International Conference on Signal, Information and Data Processing (ICSIDP)
2024
DRLFormer: A Data Rebalancing Loss-Constrained Light Transformer for OSA Detection
IEEE Transactions on Instrumentation and Measurement
2023
2023 4th International Conference on Computing and Communication Systems (I3CS)
2023
Communications in Computer and Information Science
2023
Validity study of a multiscaled fusion network using single-lead electrocardiogram signals for obstructive sleep apnea diagnosis
Journal of Clinical Sleep Medicine
2023
2023 2nd International Conference on Automation, Computing and Renewable Systems (ICACRS)
2023
Sleep disorder and apnea events detection framework with high performance using two-tier learning model design
PeerJ Computer Science
2023
Personalized Transfer Learning for Single-Lead ECG-Based Sleep Apnea Detection: Exploring the Label Mapping Length and Transfer Strategy Using Hybrid Transformer Model
IEEE Transactions on Instrumentation and Measurement
2023
DCDA-Net: Dual-convolutional dual-attention network for obstructive sleep apnea diagnosis from single-lead electrocardiograms
Engineering Applications of Artificial Intelligence
2023
2023 International Conference on Sustainable Computing and Smart Systems (ICSCSS)
2023
Age Prediction in Healthy Subjects Using RR Intervals and Heart Rate Variability: A Pilot Study Based on Deep Learning
Applied Sciences
2023
2023 International Conference on Electronics, Information, and Communication (ICEIC)
2023
Leveraging Machine Learning for Disease Diagnoses Based on Wearable Devices: A Survey
IEEE Internet of Things Journal
2023
Semi-Supervised Learning for Low-Cost Personalized Obstructive Sleep Apnea Detection Using Unsupervised Deep Learning and Single-Lead Electrocardiogram
IEEE Journal of Biomedical and Health Informatics
2023
Sleep apnea detection from ECG signal using deep CNN-based structures
Evolving Systems
2023
Automatic detection of sleep apnea from single-lead ECG signal using enhanced-deep belief network model
Biomedical Signal Processing and Control
2023
Self-Supervised Representation Learning-Based OSA Detection Method Using Single-Channel ECG Signals
IEEE Transactions on Instrumentation and Measurement
2023
Electrocardiogram Monitoring Wearable Devices and Artificial-Intelligence-Enabled Diagnostic Capabilities: A Review
Sensors
2023
2023 IEEE 20th India Council International Conference (INDICON)
2023
A novel deep domain adaptation method for automated detection of sleep apnea/hypopnea events
Physiological Measurement
2023
Application of artificial intelligence in the diagnosis of sleep apnea
Journal of Clinical Sleep Medicine
2023
TFFormer: A Time–Frequency Information Fusion-Based CNN-Transformer Model for OSA Detection With Single-Lead ECG
IEEE Transactions on Instrumentation and Measurement
2023
Lecture Notes in Networks and Systems
2023
The Springer Series in Applied Machine Learning
2023
2023 IEEE 20th Consumer Communications & Networking Conference (CCNC)
2023
2023 14th International Conference on Computing Communication and Networking Technologies (ICCCNT)
2023
A Deep Neural Network Based Wake-After-Sleep-Onset Time Aware Sleep Apnea Severity Estimation Scheme Using Single-Lead ECG Data
IEEE Access
2023
2023 IEEE Asia Pacific Conference on Wireless and Mobile (APWiMob)
2023
2023 International Conference on Network, Multimedia and Information Technology (NMITCON)
2023
2023 45th Annual International Conference of the IEEE Engineering in Medicine & Biology Society (EMBC)
2022
Multitask Residual Shrinkage Convolutional Neural Network for Sleep Apnea Detection Based on Wearable Bracelet Photoplethysmography
IEEE Internet of Things Journal
2022
A novel solution of deep learning for sleep apnea detection: enhancement of SC and elimination of GVICS
Multimedia Tools and Applications
2022
Improved Convolutional Neural Image Recognition Algorithm based on LeNet-5
Journal of Computer Networks and Communications
2022
Detection of Myocardial Infarction from Electrocardiography Signals with Multiscale Principal Component Analysis and Convolutional Neural Networks
European Journal of Science and Technology
2022
2022 IEEE International Conference on Bioinformatics and Biomedicine (BIBM)
2022
BWGAN-GP: An EEG Data Generation Method for Class Imbalance Problem in RSVP Tasks
IEEE Transactions on Neural Systems and Rehabilitation Engineering
2022
Detection of sleep apnea using Machine learning algorithms based on ECG Signals: A comprehensive systematic review
Expert Systems with Applications
2022
Advances in Science, Technology & Innovation
2022
Contribution of Different Subbands of ECG in Sleep Apnea Detection Evaluated Using Filter Bank Decomposition and a Convolutional Neural Network
Sensors
2022
2022 International Conference on Distributed Computing, VLSI, Electrical Circuits and Robotics ( DISCOVER)
2022
A dual-model deep learning method for sleep apnea detection based on representation learning and temporal dependence
Neurocomputing
2022
Deep Learning Forecasts the Occurrence of Sleep Apnea from Single-Lead ECG
Cardiovascular Engineering and Technology
2022
Detection of sleep apnea from single-channel electroencephalogram (EEG) using an explainable convolutional neural network (CNN)
PLOS ONE
2022
Artificial Intelligence for Detection of Cardiovascular-Related Diseases from Wearable Devices: A Systematic Review and Meta-Analysis
Yonsei Medical Journal
2022
A systematic review of deep learning methods for modeling electrocardiograms during sleep
Physiological Measurement
2022
2022 Asia-Pacific Signal and Information Processing Association Annual Summit and Conference (APSIPA ASC)
2022
Smart Innovation, Systems and Technologies
2022
A spatio-temporal learning-based model for sleep apnea detection using single-lead ECG signals
Frontiers in Neuroscience
2022
A Hybrid Transformer Model for Obstructive Sleep Apnea Detection Based on Self-Attention Mechanism Using Single-Lead ECG
IEEE Transactions on Instrumentation and Measurement
2022
Obstructive sleep apnea detection from single-lead electrocardiogram signals using one-dimensional squeeze-and-excitation residual group network
Computers in Biology and Medicine
2022
Multimedia Monitoring System of Obstructive Sleep Apnea via a Deep Active Learning Model
IEEE MultiMedia
2021
2021 IEEE International Conference on Bioinformatics and Biomedicine (BIBM)
2021
Sleep stage classification using extreme learning machine and particle swarm optimization for healthcare big data
Journal of Big Data
2021
Diagnosis of Obstructive Sleep Apnea from ECG Signals Using Machine Learning and Deep Learning Classifiers
Applied Sciences
2021
2021 IEEE International Symposium on Medical Measurements and Applications (MeMeA)
2021
FASSNet: fast apnea syndrome screening neural network based on single-lead electrocardiogram for wearable devices
Physiological Measurement
2021
Identification of Epileptogenic and Non-epileptogenic High-Frequency Oscillations Using a Multi-Feature Convolutional Neural Network Model
Frontiers in Neurology
2021
Obstructive sleep apnea prediction from electrocardiogram scalograms and spectrograms using convolutional neural networks
Physiological Measurement
2021
Smart Healthcare System Based on Cloud-Internet of Things and Deep Learning
Journal of Healthcare Engineering
2021
Sleep Apnea Classification Using Random Forest via ECG
Sleep and Vigilance
2021
A fused-image-based approach to detect obstructive sleep apnea using a single-lead ECG and a 2D convolutional neural network
PLOS ONE
2021
Multiscale Deep Neural Network for Obstructive Sleep Apnea Detection Using RR Interval From Single-Lead ECG Signal
IEEE Transactions on Instrumentation and Measurement
2021
Lecture Notes in Computer Science
2021
Classification of sleep apnea using EMD-based features and PSO-trained neural networks
Biomedical Engineering / Biomedizinische Technik
2021
2021 IEEE International Symposium on Circuits and Systems (ISCAS)
2021
2021 IEEE 3rd International Conference on Frontiers Technology of Information and Computer (ICFTIC)
2021
End-to-End Sleep Apnea Detection Using Single-Lead ECG Signal and 1-D Residual Neural Networks
Journal of Medical and Biological Engineering
2020
2020 42nd Annual International Conference of the IEEE Engineering in Medicine & Biology Society (EMBC)
2020
A Sleep Apnea Detection System Based on a One-Dimensional Deep Convolution Neural Network Model Using Single-Lead Electrocardiogram
Sensors
2020
Deep Learning in Physiological Signal Data: A Survey
Sensors
2020
Introducing the hybrid “K-means, RLS” learning for the RBF network in obstructive apnea disease detection using Dual-tree complex wavelet transform based features
Journal of Electrical Bioimpedance
2020
Detection of apnea events from ECG segments using Fourier decomposition method
Biomedical Signal Processing and Control
2020
Proceedings of the 2020 2nd International Conference on Robotics, Intelligent Control and Artificial Intelligence
Additional cited-by details will be shown when available from Crossref