The use of component-wise gradient boosting to assess the possible role of cognitive measures as markers of vulnerability to pediatric bipolar disorder

BACKGROUND AND AIMS: Cognitive impairments are one of the primary hallmarks symptoms of bipolar disorder (BD). Whether these deficits are markers of vulnerability or symptoms of the disease is still an open debate. This study used a component-wise gradient (CGB) machine learning algorithm to identif...

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Detalhes bibliográficos
Publicado no:Cogn Neuropsychiatry
Main Authors: Bauer, Isabelle E., Suchting, Robert, Van Rheenen, Tamsyn E., Wu, Mon-Ju, Mwangi, Benson, Spiker, Danielle, Zunta-Soares, Giovana B., Soares, Jair C.
Formato: Artigo
Idioma:Inglês
Publicado em: 2019
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Article
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC6675623/
https://ncbi.nlm.nih.gov/pubmed/30774035
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1080/13546805.2019.1580190
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