Development of an artificial neural network for helping to diagnose diseases in urology
Por favor, use este identificador para citar o enlazar este ítem:
http://hdl.handle.net/10045/1200
Título: | Development of an artificial neural network for helping to diagnose diseases in urology |
---|---|
Autor/es: | Soriano Payá, Antonio | Ruiz-Fernandez, Daniel | Gil, David | Montejo Hernández, Carlos Alberto |
Grupo/s de investigación o GITE: | Ingeniería Bioinspirada e Informática para la Salud |
Centro, Departamento o Servicio: | Universidad de Alicante. Departamento de Tecnología Informática y Computación |
Palabras clave: | Urology | Artificial neural network | Decision support systems |
Área/s de conocimiento: | Arquitectura y Tecnología de Computadores | Ciencia de la Computación e Inteligencia Artificial |
Fecha de publicación: | 11-dic-2006 |
Editor: | Universidad Pública de Navarra |
Cita bibliográfica: | SORIANO PAYÁ, Antonio, et al. "Development of an artificial neural network for helping to diagnose diseases in urology". En: CASEIB 2006, XXIV Congreso Anual de la Sociedad Española de Ingeniería Biomédica [Recurso electrónico] : libro de actas : Pamplona, 6,7 y 8 de noviembre de 2006 / Universidad Pública de Navarra. Pamplona : Universidad Pública de Navarra, cop. 2006. ISBN 84-9769-160-1 |
Resumen: | In this article we propose the development of a tool for helping in the medical diagnosis using neural networks, in particular the multilayer perceptron. This new tool is meant to help the urologists in obtaining an automatic diagnosis for complex multi-variable systems, and to avoid painful and costly medical treatments. The clinical study has been carried out using the medical registers of patients with dysfunctions in the lower urinary tract. The system is able to distinguish and classify dysfunctions as arreflexive, hyper-reflexive, and effort incontinence. Moreover, it is able to predict whether there is presence of dysfunction or not. The results of the experiments display a high percentage of certainty of about 85 %. |
Patrocinador/es: | The work has been supported by the Office of Science and Technology of the Autonomous Government of Valencia (Spain) as part of the research project “Cooperative diagnosis systems for Urological dysfunctions (2005-2006)”. |
URI: | http://hdl.handle.net/10045/1200 |
ISBN: | 84-9769-160-1 |
Idioma: | eng |
Tipo: | info:eu-repo/semantics/bookPart |
Revisión científica: | si |
Aparece en las colecciones: | INV - IBIS - Comunicaciones a Congresos, Conferencias, etc. |
Archivos en este ítem:
Archivo | Descripción | Tamaño | Formato | |
---|---|---|---|---|
LUTMLPbionetics06.pdf | 162,07 kB | Adobe PDF | Abrir Vista previa | |
Este ítem está licenciado bajo Licencia Creative Commons