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Automatic Respiratory Event Scoring in Obstructive Sleep Apnea Using a Long Short-Term Memory Neural Network.

, , , , , , and . IEEE J. Biomed. Health Informatics, 25 (8): 2917-2927 (2021)

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A state transition-based method for quantifying EEG sleep fragmentation., , , and . Medical Biol. Eng. Comput., 47 (10): 1053-1061 (2009)Accurate Deep Learning-Based Sleep Staging in a Clinical Population With Suspected Obstructive Sleep Apnea., , , , , , , , , and . IEEE J. Biomed. Health Informatics, 24 (7): 2073-2081 (2020)Nasal Pressure Derived Airflow Limitation and Ventilation Measurements are Resilient to Reduced Signal Quality., , , , , , , and . EMBC, page 1-4. IEEE, (2023)Mapping Sleep Spindle Characteristics to Vigilance Outcomes in Patients with Obstructive Sleep Apnea., , , and . EMBC, page 704-707. IEEE, (2021)Severity Analysis of Upper Airway Obstructions: Oesophageal Pressure Versus Snoring Sounds., , , , , and . BioCAS, page 1-4. IEEE, (2019)Night-Time Brain Inter-Hemispheric Asynchrony in Sleep Apnea Patients Carry Information on Neuropsychological Impairment., , , , , and . BioCAS, page 1-4. IEEE, (2019)Interhemispheric Asynchrony Correlates With Severity of Respiratory Disturbance Index in Patients With Sleep Apnea., , , and . IEEE Trans. Biomed. Eng., 57 (12): 2947-2955 (2010)Detailed Assessment of Sleep Architecture With Deep Learning and Shorter Epoch-to-Epoch Duration Reveals Sleep Fragmentation of Patients With Obstructive Sleep Apnea., , , , , , , , , and . IEEE J. Biomed. Health Informatics, 25 (7): 2567-2574 (2021)aSAGA: Automatic Sleep Analysis with Gray Areas., , , , , , , , , and 3 other author(s). CoRR, (2023)Deep Learning Enables Accurate Automatic Sleep Staging Based on Ambulatory Forehead EEG., , , , , , , , , and 7 other author(s). IEEE Access, (2022)