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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]
FIGURES 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]		 ACKNOWLEDGEMENTS
[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.

CONCLUSIONS

The intoxication risk is predicted with high level of trust, obtaining much better results that those obtained with classical statistical tools (Logistic Regression). Neural networks constitutes an effective tool in the aid on medical decission due to highly nonlinear relationships between independents and dependents variables. The proof of this assert is the high specifity and sensibility obtained with neural networks.

Discussion Board
Discussion Board

Any Comment to this presentation?

[ABSTRACT] [INTRODUCTION] [METHODOLOGY] [RESULTS] [FIGURES] [CONCLUSIONS] [ACKNOWLEDGEMENTS] [REFERENCES] [Discussion Board]
FIGURES 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]		 ACKNOWLEDGEMENTS
[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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