Medical data mining using evolutionary computation.
Artif Intell Med
; 16(1): 73-96, 1999 May.
Article
en En
| MEDLINE
| ID: mdl-10225347
ABSTRACT
In this paper, we introduce a system for discovering medical knowledge by learning Bayesian networks and rules. Evolutionary computation is used as the search algorithm. The Bayesian networks can provide an overall structure of the relationships among the attributes. The rules can capture detailed and interesting patterns in the database. The system is applied to real-life medical databases for limb fracture and scoliosis. The knowledge discovered provides insights to and allows better understanding of these two medical domains.
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Colección:
01-internacional
Banco de datos:
MEDLINE
Asunto principal:
Algoritmos
/
Bases de Datos Factuales
/
Redes Neurales de la Computación
Límite:
Female
/
Humans
/
Male
Idioma:
En
Revista:
Artif Intell Med
Asunto de la revista:
INFORMATICA MEDICA
Año:
1999
Tipo del documento:
Article
País de afiliación:
Hong Kong