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6th Internet World Congress for Biomedical Sciences

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Neural Networks for the Detection of EEG Arousal During Sleep.

Jose Ramon Sepulveda Sanchis(1), Juan Guerrero(2), EMILIO SORIA OLIVAS(3), Antonio Benetó(4), Enriqueta Gómez(5), Antonio J. Serrano López(6)
(1)universidad de valencia - valencia. Spain
(2)Departamento de Electrónica. Universidad de Valencia - Burjassot. Spain
(3)DPTO INGENIERÍA ELECTRONICA. FACULTAD DE FISICAS - BURJASSOT/VALENCIA. Spain
(4)(5)Hospital la Fé - Valencia. Spain
(6)Dpto. Electrónica. Universidad de Valencia - Burjasot. Spain

[ABSTRACT] [INTRODUCTION] [AROUSAL DETECTION SYSTEM] [RESULTS] [CONCLUSIONS] [REFERENCES] [Discussion Board]
AROUSAL DETECTION SYSTEM Previous: DIFFERENT ANXIOLYTIC EFFECTS OF DIAZEPAM IN FISCHER 344 RATS AND TWO STOCKS OF WISTAR RATS IN THE ELEVATED PLUS MAZE Previous: MEDICAL IMAGES RESTORATION BY ISOLATED NOISE SEQUENCES IDENTIFICATION CONCLUSIONS
[Neuroscience]
Next: In vivo effects of testosterone on mouse pyroglutamyl aminopeptidase activity.		 [Health Informatics]
Next: NEMESIS: A new telemedicine approach for co-operative work on cardiology

RESULTS

A set of recordings with 362 scored arousals from a 2500 epoch recording is used to train the neural network.

The sensitivity of the automatic system is 84.2% and the selectivity 66.4%.

Discussion Board
Discussion Board

Any Comment to this presentation?

[ABSTRACT] [INTRODUCTION] [AROUSAL DETECTION SYSTEM] [RESULTS] [CONCLUSIONS] [REFERENCES] [Discussion Board]
AROUSAL DETECTION SYSTEM Previous: DIFFERENT ANXIOLYTIC EFFECTS OF DIAZEPAM IN FISCHER 344 RATS AND TWO STOCKS OF WISTAR RATS IN THE ELEVATED PLUS MAZE Previous: MEDICAL IMAGES RESTORATION BY ISOLATED NOISE SEQUENCES IDENTIFICATION CONCLUSIONS
[Neuroscience]
Next: In vivo effects of testosterone on mouse pyroglutamyl aminopeptidase activity.		 [Health Informatics]
Next: NEMESIS: A new telemedicine approach for co-operative work on cardiology
Jose Ramon Sepulveda Sanchis, Juan Guerrero, EMILIO SORIA OLIVAS, Antonio Benetó, Enriqueta Gómez, Antonio J. Serrano López
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Last update: 14/01/00