- -

Prediction of Postpartum Depression Using Multilayer Perceptrons and Pruning

RiuNet: Institutional repository of the Polithecnic University of Valencia

Share/Send to

Cited by

Statistics

Prediction of Postpartum Depression Using Multilayer Perceptrons and Pruning

Show full item record

Tortajada, S.; Garcia-Gomez, JM.; Vicente, J.; Sanjuán, J.; De Frutos, R.; Martín-Santos, R.; García-Esteve, L.... (2009). Prediction of Postpartum Depression Using Multilayer Perceptrons and Pruning. Methods of Information in Medicine. 48(3):291-298. https://doi.org/10.3414/ME0562

Por favor, use este identificador para citar o enlazar este ítem: http://hdl.handle.net/10251/151088

Files in this item

Item Metadata

Title: Prediction of Postpartum Depression Using Multilayer Perceptrons and Pruning
Author: Tortajada, S. Garcia-Gomez, Juan M 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 Viejo, Montserrat
UPV Unit: Universitat Politècnica de València. Departamento de Física Aplicada - Departament de Física Aplicada
Universitat Politècnica de València. Instituto Universitario de Aplicaciones de las Tecnologías de la Información - Institut Universitari d'Aplicacions de les Tecnologies de la Informació
Issued date:
Abstract:
[EN] 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 ...[+]
Subjects: Multilayer perceptron , Neural network , Pruning , Postpartum depression
Copyrigths: Cerrado
Source:
Methods of Information in Medicine. (issn: 0026-1270 )
DOI: 10.3414/ME0562
Publisher:
Schattauer GmbH (Methods of Information in Medicine)
Publisher version: https://doi.org/10.3414/ME0562
Project ID:
MINISTERIO DE SANIDAD Y CONSUMO. FONDO DE INVESTIGACIONES SANITARIAS/RD07/0067/2001
Ministerio de Sanidad y Consumo/PIC41635
ESF/PTQ05-02-03386
ESF/PTQ-08-01-06802
Thanks:
This work was partially funded by the Spanish Ministerio de Sanidad (PIC41635, Vulnerabilidad genetico-ambiental a la depresion posparto, 2006-2008) and the Instituto de Salud Carlos III (RETICS Combiomed, RD07/0067/2001). ...[+]
Type: Artículo

This item appears in the following Collection(s)

Show full item record