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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)

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A harmonized and interoperable format for storing and processing polysomnography data., , , , and . CoRR, (2024)A Comparison of Signal Combinations for Deep Learning-Based Simultaneous Sleep Staging and Respiratory Event Detection., , , , , , , and . IEEE Trans. Biomed. Eng., 70 (5): 1704-1714 (May 2023)aSAGA: Automatic Sleep Analysis with Gray Areas., , , , , , , , , and 3 other author(s). CoRR, (2023)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)Towards a Deeper Understanding of Sleep Stages through their Representation in the Latent Space of Variational Autoencoders., , , , , , , , , and 2 other author(s). HICSS, page 3111-3120. ScholarSpace, (2023)Deep Learning Enables Accurate Automatic Sleep Staging Based on Ambulatory Forehead EEG., , , , , , , , , and 7 other author(s). IEEE Access, (2022)Obstructive Sleep Apnea Patients With Atrial Arrhythmias Suffer From Prolonged Recovery From Desaturations., , , , , , , , , and 1 other author(s). IEEE Trans. Biomed. Eng., 70 (7): 2122-2130 (July 2023)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)ABOSA - Freely available automatic blood oxygen saturation signal analysis software: Structure and validation., , , , , and . Comput. Methods Programs Biomed., (2022)