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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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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)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)Gamma Power of Electroencephalogram Arousal Is Modulated by Respiratory Event Type and Severity in Obstructive Sleep Apnea., , , , , , , and . IEEE Trans. Biomed. Eng., 69 (4): 1417-1423 (2022)Improved Sweat Artifact Tolerance of Screen-Printed EEG Electrodes by Material Selection-Comparison of Electrochemical Properties in Artificial Sweat., , , , , , , and . IEEE Access, (2019)An In-Laboratory Comparison of FocusBand EEG Device and Textile Electrodes Against a Medical-Grade System and Wet Gel Electrodes., , , , , , and . IEEE Access, (2021)Acute Cardiorespiratory Coupling Impairment in Worsening Sleep Apnea-Related Intermittent Hypoxemia., , , , , , , , and . IEEE Trans. Biomed. Eng., 71 (1): 326-333 (January 2024)Generalizable Deep Learning-Based Sleep Staging Approach for Ambulatory Textile Electrode Headband Recordings., , , , , , , , , and 1 other author(s). IEEE J. Biomed. Health Informatics, 27 (4): 1869-1880 (April 2023)A harmonized and interoperable format for storing and processing polysomnography data., , , , and . CoRR, (2024)