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Type 2 diabetes screening test by means of a pulse oximeter

Author
Monte, E.; Anyo, M.; Torres, M.; Juarez, P.; Núñez, P.; Aragón, C.; Pedrosa, M.; Álvarez-Rodríguez, M.; González-Burguillos, M.
Type of activity
Journal article
Journal
IEEE transactions on biomedical engineering
Date of publication
2016-04-20
Volume
64
Number
2
First page
341
Last page
351
DOI
https://doi.org/10.1109/TBME.2016.2554661 Open in new window
Repository
http://hdl.handle.net/2117/99202 Open in new window
URL
http://ieeexplore.ieee.org/xpl/aboutJournal.jsp?punumber=10 Open in new window
Abstract
In this paper, we propose a method for screening for the presence of type 2 diabetes by means of the signal obtained from a pulse oximeter. The screening system consists of two parts; the first analyses the signal obtained from the pulse oximeter, and the second consists of a machine-learning module. The system consists of a front end that extracts a set of features form the pulse oximeter signal. These features are based on physiological considerations. The set of features were the input of a m...
Citation
Monte, E., Anyo, M., Torres, M., Juarez, P., Núñez, P., Aragón, C., Pedrosa, M., Álvarez-Rodríguez, M., González-Burguillos, M. Type 2 diabetes screening test by means of a pulse oximeter. "IEEE transactions on biomedical engineering", Vol. 64 (2). Feb 2017.
Keywords
Machine learning, Noninvasive treatment, Photoplethysmography, Screening, Signal processing, Statistical learning, Boosting, Type 2 Diabetes
Group of research
IDEAI-UPC - Intelligent Data Science and Artificial Intelligence Research Center
TALP - Centre for Language and Speech Technologies and Applications
VEU - Speech Processing Group

Participants

  • Monte Moreno, Enrique  (author)
  • Anyo Luján, María José  (author)
  • Torres Rusiñol, Montse  (author)
  • Juarez Fernández, Paqui  (author)
  • Núñez Manrique, Pilar  (author)
  • Aragón Triviño, Cristina  (author)
  • Pedrosa Miquel, Magda  (author)
  • Álvarez Rodríguez, Marife  (author)
  • González Burguillos, María José  (author)

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