Below is a list of published research studies validating the Michele Sleep Scoring System, and/or performed using the software:

  1. Malhotra A, Younes M, Kuna ST, Benca R, Kushida CA, Walsh J, Hanlon A, Staley B, Pack AI, Pien GW. Performance of an Automated Polysomnography Scoring System Versus Computer-Assisted Manual Scoring. SLEEP 36:573-582,2013.
  2. Azarbarzin A, Ostrowski M, Hanly P, Younes M. Relationship between arousal intensity and heart rate response to arousal. SLEEP. 2014;37:645-653.
  3. Younes M. Ostrowski M, Soiferman M, Younes H, Younes M, Raneri J, Hanly P. Odds Ratio Product of Sleep EEG as a Continuous Measure of Sleep State. Sleep. 28:641-654, 2015.
  4. Azarbarzin A, Ostrowski M, Keenan B, Younes M, Kuna S. Arousal responses during overnight polysomhography and their reproducibility in healthy young adults. Sleep. 38: 1313-1321, 2015.
  5. Younes M, Thompson W, Leslie C, Egan T, Giannouli E. Utility of Technologist Editing of Polysomnography Scoring Performed by a Validated Automatic System. Ann Am Thorac Soc. 12:1206-1218, 2015.
  6. Younes M, Hanly PJ. Immediate post-arousal sleep dynamics: an important determinant of sleep stability in obstructive sleep apnea. J Appl Physiol.  120:801-8,2016.
  7. Younes M, Younes Mark, Giannouli E. Accuracy of Automatic Polysomnography Scoring Using Frontal Electrodes. J Clin Sleep Med. 12:735-746,2016.
  8. Meza-Vargas S, Giannouli E, Younes M. Enhancements to the multiple sleep latency test. Nature and Science of Sleep. 8:145-58,2016.
  9. Younes M, Raneri J, Hanly P. Staging Sleep in Polysomnograms: Analysis of Inter-Scorer Variability. J Clin Sleep Med. In Press-June 2016.