PHOTOPLETHYSMOGRAPHY-BASED BRACELET FOR AUTOMATIC SLEEP STAGES CLASSIFICATION: PRELIMINARY RESULTS

Philippe Renevey, Patrick Celka, Simon Arberet, Enric Muntané Calvo, Josep Solà i Carós, Claudio Sartori, Mattia Bertschi, Mathieu Lemay

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References

  1. [1] C. Mattice, R. Brooks & T. Lee-Chiong,Fundamentals of sleep technology (Lippincott Williams &Wilkins, 2ndedition, 2012).
  2. [2] B. Yilmaz, M.H. Asyali, E. Arikan, S. Yetkin, & F.Özgen, Sleep stage and obstructive apneaic epochclassification using single-lead ECG, BiomedicalEngineering OnLine, 9(39), 2010, doi:10.1186/1475-925X-9-39.
  3. [3] A. Sadeh & C. Acebo, The role of actigraphy in sleepmedicine, Sleep Medicine Reviews, 6(2), 2002, 113-124.
  4. [4] A.M. Bianchi & M.O. Mendez, Automatic detectionof sleep macrostructure based on a sensorized T-shirt,Proc. IEEE Conf. on Engineering in Medicine andBiology Society, Buenos Aires, Argentina, 2010, 3606-3609.
  5. [5] Ph. Renevey, J. Sola, P. Theurillat, M. Bertschi, J.Krauss, D. Andries & C. Sartori, Validation of a wristmonitor for accurate estimation of RR intervals duringsleep, Proc. IEEE Conf. on Engineering in Medicine andBiology Society, Osaka, Japan, 2013, 5493-5496.
  6. [6] S. Arberet, M. Lemay, Ph. Renevey, J. Solà, O.Grossenbacher, D. Andries, C. Sartori, & M. Bertschi,Photoplethysmography-Based ambulatory heartbeatmonitoring embedded into a dedicated bracelet, Proc.Conf. on Computing in Cardiology, Zaragoza, Spain,2013, 935-938.
  7. [7] Ph. Renevey, J. Sola I Caros, M. Lemay, & E.Muntane Calvo, Portable device and method fordetermining a sleep-related parameter of a user, Patent EPCSEM 569.
  8. [8] R.O. Duda, P.E. Hart, & D.G. Stork, Patternclassification (Wiley, 2ndedition, 2001).

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