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6th Internet World Congress for Biomedical Sciences

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Decision Making Aid for Digoxin Administration with Neural Networks

Antonio J. Serrano López(1), Gustavo Camps i Valls(2), EMILIO SORIA OLIVAS(3), NICOLÁS VICTOR JIMÉNEZ TORRÉS(4), José David Martín Guerrero(5)
(1)Dpto. Electrónica. Universidad de Valencia - Burjasot. Spain
(2)Universitat de València - Burjassot, Valencia. Spain
(3)DPTO INGENIERÍA ELECTRONICA. FACULTAD DE FISICAS - BURJASSOT/VALENCIA. Spain
(4)DPTO FARMACIA Y TECNOLOGÍA FARMACEÚTICA. FACULTAD DE FARMACIA - BURJASSOT/VALENCIA. Spain
(5)G.P.D.S. Departament d´Enginyeria Electrònica. Universitat de València - Burjassot. Spain

[ABSTRACT] [INTRODUCTION] [METHODOLOGY] [RESULTS] [FIGURES] [CONCLUSIONS] [ACKNOWLEDGEMENTS] [REFERENCES] [Discussion Board]
METHODOLOGY Previous: NEMESIS: A new telemedicine approach for co-operative work on cardiology Previous: NEMESIS: A new telemedicine approach for co-operative work on cardiology Previous: Determination of the Protection Level for Post Chemotherapy Emesis with a Multilayer Perceptron.
[Health Informatics]		 FIGURES
[New Technology]
Next: Cardiopulmonary multimodal monitoring system for critically ill patients		 [Cardiolovascular Diseases]
Next: Effects Of Long Term Treatment With Amlodipine Or Nebivolol In SHRs.

RESULTS

The training group is formed by 172 patients (39 of these with intoxication risk) and the one of generalization is formed by 85 patients (15 of these with intoxication risk).

The best obtained result has been obtained with a neural network with 7 hidden neurons:

Training: Especifity: 92 % / Sensibility: 100 %

Generalization: Especifity: 83 % / Sensibility: 87 %

Discussion Board
Discussion Board

Any Comment to this presentation?

[ABSTRACT] [INTRODUCTION] [METHODOLOGY] [RESULTS] [FIGURES] [CONCLUSIONS] [ACKNOWLEDGEMENTS] [REFERENCES] [Discussion Board]
METHODOLOGY Previous: NEMESIS: A new telemedicine approach for co-operative work on cardiology Previous: NEMESIS: A new telemedicine approach for co-operative work on cardiology Previous: Determination of the Protection Level for Post Chemotherapy Emesis with a Multilayer Perceptron.
[Health Informatics]		 FIGURES
[New Technology]
Next: Cardiopulmonary multimodal monitoring system for critically ill patients		 [Cardiolovascular Diseases]
Next: Effects Of Long Term Treatment With Amlodipine Or Nebivolol In SHRs.
Antonio J. Serrano López, Gustavo Camps i Valls, EMILIO SORIA OLIVAS, NICOLÁS VICTOR JIMÉNEZ TORRÉS, José David Martín Guerrero
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Last update: 14/01/00