TY  - JOUR
AU  - Tortajada, Salvador
AU  - García-Gomez, Juan M.
AU  - Vicente, Javier
AU  - Sanjuán, Julio
AU  - de Frutos, Rosa
AU  - Martín-Santos, Rocío
AU  - García-Esteve, Luisa
AU  - Gornemann, Isolde
AU  - Gutiérrez-Zotes, Alfonso
AU  - Canellas, Francesca
AU  - Carracedo, Angel
AU  - Gratacos, Monica
AU  - Guillamat, Roser
AU  - Baca-García, Enrique
AU  - Robles, Montserrat
PY  - 2009
DO  - 10.3414/ME0562
SN  - 0026-1270
UR  - http://hdl.handle.net/10668/484
T2  - Methods of information in medicine
AB  - 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...
LA  - en
PB  - Schattauer
KW  - Multilayer perceptron
KW  - Neural network
KW  - Pruning
KW  - Postpartum depression
KW  - España
KW  - Adulto
KW  - Algoritmos
KW  - Estudios de cohortes
KW  - Depresión postparto
KW  - Femenino
KW  - Predicción
KW  - Humanos
KW  - Modelos logísticos
KW  - Red nerviosa
KW  - Estudios prospectivos
KW  - Medical Subject Headings::Phenomena and Processes::Mathematical Concepts::Algorithms
KW  - Medical Subject Headings::Analytical, Diagnostic and Therapeutic Techniques and Equipment::Investigative Techniques::Epidemiologic Methods::Epidemiologic Study Characteristics as Topic::Epidemiologic Studies::Cohort Studies
KW  - Medical Subject Headings::Psychiatry and Psychology::Mental Disorders::Mood Disorders::Depressive Disorder::Depression, Postpartum
KW  - Medical Subject Headings::Check Tags::Female
KW  - Medical Subject Headings::Disciplines and Occupations::Social Sciences::Forecasting
KW  - Medical Subject Headings::Organisms::Eukaryota::Animals::Chordata::Vertebrates::Mammals::Primates::Haplorhini::Catarrhini::Hominidae::Humans
KW  - Medical Subject Headings::Analytical, Diagnostic and Therapeutic Techniques and Equipment::Investigative Techniques::Models, Theoretical::Models, Statistical::Logistic Models
KW  - Medical Subject Headings::Anatomy::Nervous System::Nerve Net
KW  - Medical Subject Headings::Analytical, Diagnostic and Therapeutic Techniques and Equipment::Investigative Techniques::Epidemiologic Methods::Epidemiologic Study Characteristics as Topic::Epidemiologic Studies::Cohort Studies::Longitudinal...
KW  - Medical Subject Headings::Geographicals::Geographic Locations::Europe::Spain
KW  - Medical Subject Headings::Named Groups::Persons::Age Groups::Adult
TI  - Prediction of postpartum depression using multilayer perceptrons and pruning.
TY  - research article
ER  -