Fábio Mendonça
Biography
Fábio Mendonça received the BS and MSc degrees in electrical and telecommunications engineering from the University of Madeira and the PhD in electrical and computer engineering from Instituto Superior Técnico – University of Lisbon in partnership with Carnegie Mellon University. He works at the University of Madeira and is a researcher with the Interactive Technologies Institute – LARSyS. His research interests include sleep analysis, pattern recognition, and machine learning.
Related Projects
Publications
2019
A Review of Approaches for Sleep Quality Analysis Journal Article
In: IEEE Access, vol. 7, pp. 24527–24546, 2019.
A Portable Wireless Device for Cyclic Alternating Pattern Estimation from an EEG Monopolar Derivation Journal Article
In: Entropy, vol. 21, no. 12, pp. 1203, 2019.
A Systematic Review of Detecting Sleep Apnea Using Deep Learning Journal Article
In: Sensors, vol. 19, no. 22, pp. 4934, 2019.
A Review of Obstructive Sleep Apnea Detection Approaches Journal Article
In: IEEE J. Biomed. Health Informatics, vol. 23, no. 2, pp. 825–837, 2019.
2018
A portable wireless device based on oximetry for sleep apnea detection Journal Article
In: Computing, vol. 100, no. 11, pp. 1203–1219, 2018.
Sleep Quality Analysis with Cardiopulmonary Coupling Proceedings Article
In: ICBEA, pp. 1–6, IEEE, 2018.
Automatic Detection of a Phases for CAP Classification Proceedings Article
In: ICPRAM, pp. 394–400, SciTePress, 2018.
2017
A minimally invasive portable system for sleep apnea detection Conference
2017 International Conference and Workshop on Bioinspired Intelligence (IWOBI), 2017.
SpO2 based Sleep Apnea Detection using Deep Learning Conference
21st International Conference on Intelligent Engineering Systems (INES 2017), IEEE IEEE, Larnaca, Cyprus., 2017.
A minimallyinvasive portable system for sleep apnea detection Proceedings Article
In: IWOBI, pp. 1–5, IEEE, 2017.