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How many sleep stages do we need for an efficient automatic insomnia diagnosis?

, , , and . EMBC, page 2431-2434. IEEE, (2016)

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Comparison of PSG signals and Respiratory Movement Signal via 3D Camera in Detecting Sleep Respiratory Events by LSTM Models., , , , , , , , , and 5 other author(s). APSIPA, page 919-923. IEEE, (2020)Automatic sleep-stage classification of heart rate and actigraphy data using deep and transfer learning approaches., , , , , , and . Comput. Biol. Medicine, (September 2023)Estimation of Sleep Stages Analyzing Respiratory and Movement Signals., , , , , , and . IEEE J. Biomed. Health Informatics, 26 (2): 505-514 (2022)Sleep Apnea & Chronic Obstructive Pulmonary Disease: Overlap Syndrome Dynamics in Patients from an Epidemiological Study., , , , , and . EMBC, page 5574-5577. IEEE, (2021)Distinguish Obstructive and Central Sleep Apnea by Portable Peripheral Arterial Tonometry*., , , , and . EMBC, page 2780-2783. IEEE, (2020)Recognition of Sleep/Wake States analyzing Heart Rate, Breathing and Movement Signals., , , , , and . EMBC, page 5712-5715. IEEE, (2019)3D Camera and Pulse Oximeter for Respiratory Events Detection., , , , , , , , , and 3 other author(s). IEEE J. Biomed. Health Informatics, 25 (1): 181-188 (2021)Enhancing Current Cardiorespiratory-based Approaches of Sleep Stage Classification by Temporal Feature Stacking., , , , , and . EMBC, page 5518-5522. IEEE, (2021)Reconstruction of Pulse Wave and Respiration From Wrist Accelerometer During Sleep., , , , , , and . IEEE Trans. Biomed. Eng., 69 (2): 830-839 (2022)Deep Recurrent Neural Networks for Automatic Detection of Sleep Apnea from Single Channel Respiration Signals., , , , and . Sensors, 20 (18): 5037 (2020)