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Cardiology | Sleep Medicine EfficientNet-based machine learning architecture for sleep apnea identification in clinical single-lead ECG signal data sets. June 20, 2024
Cardiology | Sleep Medicine A Comprehensive Study on a Deep-Learning-Based Electrocardiography Analysis for Estimating the Apnea-Hypopnea Index. June 19, 2024
Neurology | Sleep Medicine Towards automatic home-based sleep apnea estimation using deep learning. June 1, 2024
Pulmonology | Sleep Medicine | Wearable Technology Sleep staging algorithm based on smartwatch sensors for healthy and sleep apnea populations. May 29, 2024
Cardiology | Machine Learning | Respiratory Medicine MPCNN: A Novel Matrix Profile Approach for CNN-based Single Lead Sleep Apnea In Classification Problem. May 7, 2024
Pulmonology | Sleep Medicine Deep learning of sleep apnea-hypopnea events for accurate classification of obstructive sleep apnea and determination of clinical severity. January 17, 2024
Neurology | Respiratory Medicine | Sleep Medicine Prediction of the Sleep Apnea Severity Using 2D-Convolutional Neural Networks and Respiratory Effort Signals. October 28, 2023
Neurology | Sleep Medicine Sleep disorder and apnea events detection framework with high performance using two-tier learning model design. October 9, 2023