Prediction of postpartum depression using multilayer perceptrons and pruning.

Objective: The main goal of this paper is to obtain a classification model based on feed-forward multilayer perceptrons in order to improve postpartum depression prediction during the 32 weeks after childbirth with a high sensitivity and specificity and to develop a tool to be integrated in a decisi...

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Detalles Bibliográficos
Publicado en:Methods of Information in Medicine Vol. 48; no. 3; pp. 291 - 299
Autores principales: Tortajada S, García-Gomez JM, Vicente J, Sanjuán J, de Frutos R, Martín-Santos R, García-Esteve L, Gornemann I, Gutiérrez-Zotes A, Canellas F, Carracedo A, Gratacos M, Guillamat R, Baca-García E, Robles M, Tortajada, Salvador, García-Gomez, Juan M, Vicente, Javier, Sanjuán, Julio, de Frutos, Rosa
Formato: research Journal Article
Publicado: Thieme Medical Publishing Inc. 2009
Acceso en línea:Ver este registro en EBSCOhost