Mypulses has been analyzing large amounts of data generated from clinical studies since 2015. The Company has collaborated with several Swiss universities and research organizations. The clinical studies have been focused on sport, sleep and stress.

Through these studies and data analysis, the Company has developed a sophisticated software program for deep pulse wave pattern recognition. Using deep learning techniques, large data bases of pulse waves are analyzed, and groups of pulse wave features are identified for optimal physiological correlation. Algorithms are formulated through this proprietary methodology. Several articles have been published from the Company’s pulse wave analysis and more publications anticipated:

Photoplethysmography Detection of Overreaching, Medicine & Science in Sports & Exercise November, 2018
Authors: Bourdillon N, Nilchian M and Millet G

Overload Blunts Baroflex only in Overreached Athletes
Journal of Science Medical Sport, January 2018
Authors: Bourdillon N, Yazdani S, Nilchian M, Millet G.

Sleep Deprivation Deteriorates Heart Rate Variability and Photoplethysmography
Frontiers in Neuroscience 08 April 2021
Authors: Bourdillon N, Fanny J, Nilchian M, Patrick A, Pascal H, Millet G.