Carregant...
Carregant...

Vés al contingut (premeu Retorn)

Methodology for determine the moment of disconnection of patients of the mechanical ventilation using neural network

Autor
Arizmendi, C.; Giraldo, B.; Acevedo, H.
Tipus d'activitat
Presentació treball a congrés
Nom de l'edició
Eleventh Latin American and Caribbean Conference for Engineering and Technology (LACCEI’2013)
Any de l'edició
2013
Data de presentació
2013-08
Llibre d'actes
Eleventh Latin American and Caribbean Conference for Engineering and Technology (LACCEI’2013)
Pàgina inicial
1
Pàgina final
6
Repositori
http://hdl.handle.net/2117/22463 Obrir en finestra nova
URL
http://www.laccei.org/LACCEI2013-Cancun/RP243.html Obrir en finestra nova
Resum
The process of weaning from mechanical ventilation is one of the challenges in intensive care units. In this paper 66 patients under extubation process (T-tube test) were studied: 33 patients with successful trials and 33 patients who failed to maintain spontaneous breathing and were reconnected. Each patient was characterized using 7 time series from respiratory signals, and for each serie was extracted 4 statistics data. Two types of Neural Networks were applied for discriminate between patien...
Citació
Arizmendi, C. [et al.]. Methodology for determine the moment of disconnection of patients of the mechanical ventilation using neural network. A: Latin American and Caribbean Conference for Engineering and Technology. "Eleventh Latin American and Caribbean Conference for Engineering and Technology (LACCEI’2013)". 2013, p. 1-6.
Grup de recerca
BIOSPIN - Biomedical Signal Processing and Interpretation

Participants

  • Arizmendi Pereira, Carlos Julio  (autor ponent)
  • Giraldo Giraldo, Beatriz F.  (autor ponent)
  • Gonzalez Acevedo, Hernando  (autor ponent)
  • Acevedo, Holmann Erick  (autor ponent)