publications

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2019
Mendonca, F.., Mostafa S.. S., Morgado-Dias F.., & Ravelo-García A. G. (2019).  Cyclic Alternating Pattern Estimation from One EEG Monopolar Derivation Using a Long Short-Term Memory. 2019 International Conference in Engineering Applications (ICEA).
Mendonca, F.., Mostafa S.. S., Morgado-Dias F.., & Ravelo-García A. G. (2019).  A Portable Wireless Device for Cyclic Alternating Pattern Estimation from an EEG Monopolar Derivation. Entropy. 21, 1203.
Mendonca, F.., Mostafa S.. S., Ravelo-García A.., Morgado-Dias F.., & Penzel T. (2019).  A Review of Approaches for Sleep Quality Analysis. IEEE Access. 7, 24527–24546.
Mendonca, F.., Mostafa S.. S., Ravelo-García A. G., Morgado-Dias F.., & Penzel T. (2019).  A Review of Obstructive Sleep Apnea Detection Approaches. IEEE Journal of Biomedical and Health Informatics. 23, 825–837.
Mostafa, S.. S., Mendonca F.., Juliá-Serdá G., Morgado-Dias F.., & Ravelo-García A. G. (2019).  SC3: self-configuring classifier combination for obstructive sleep apnea. Neural Computing and Applications. 1–17.
Mendonca, F.., Mostafa S.. S., Morgado-Dias F.., Ravelo-García A. G., & Penzel T. (2019).  Sleep quality of subjects with and without sleep-disordered breathing based on the cyclic alternating pattern rate estimation from single-lead ECG. Physiological Measurement. 40,
Mostafa, S.. S., Mendonca F.., Ravelo-García A. G., & Morgado-Dias F.. (2019).  A Systematic Review of Detecting Sleep Apnea Using Deep Learning. Sensors. 19, 4934.
2018
Mendonca, F.., Fred A. L. N., Mostafa S.. S., Morgado-Dias F.., & Ravelo-García A. G. (2018).  Automatic Detection of a Phases for CAP Classification.. International Conference on Pattern Recognition Applications and Methods (ICPRAM 18).
Mendonca, F.., Fred A., Mostafa S.. S., Morgado-Dias F.., & Ravelo-García A. G. (2018).  Automatic detection of cyclic alternating pattern. Neural Computing and Applications. 1–11.
Mostafa, S.. S., Mendonca F.., Ravelo-García A., & Morgado-Dias F.. (2018).  Combination of deep and shallow networks for cyclic alternating patterns detection. 2018 13th APCA International Conference on Automatic Control and Soft Computing (CONTROLO).
Mendonca, F.., Mostafa S.. S., Ravelo-García A. G., Morgado-Dias F.., & Penzel T. (2018).  Devices for home detection of obstructive sleep apnea: A review. Sleep medicine reviews. 41, 149–160.
Mendonca, F.., Mostafa S.. S., Morgado-Dias F.., Navarro-Mesa J. L., Juliá-Serdá G., & Ravelo-García A. G. (2018).  A portable wireless device based on oximetry for sleep apnea detection. Computing. 100, 1203–1219.
Mendonca, F.., Mostafa S.. S., Morgado-Dias F.., & Ravelo-Garcéa A. G. (2018).  Sleep quality analysis with cardiopulmonary coupling. 2018 International Conference on Biomedical Engineering and Applications (ICBEA).
Mendonca, F.., Mostafa S.. S., Morgado-Dias F.., & Ravelo-García A. G. (2018).  Sleep quality estimation by cardiopulmonary coupling analysis. IEEE Transactions on Neural Systems and Rehabilitation Engineering. 26, 2233–2239.