Gradient boosting decision-tree-based algorithm with neuroimaging for personalized treatment in depression

INTRODUCTION: Pretreatment positron emission tomography (PET) with 2-deoxy-2-[(18)F]fluoro-D-glucose (FDG) and magnetic resonance spectroscopy (MRS) may identify biomarkers for predicting remission (absence of depression). Yet, no such image-based biomarkers have achieved clinical validity. The purp...

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Detalles Bibliográficos
Autores principales: Ali, Farzana Z., Wengler, Kenneth, He, Xiang, Nguyen, Minh Hoai, Parsey, Ramin V., DeLorenzo, Christine
Formato: Online Artículo Texto
Lenguaje:English
Publicado: 2022
Materias:
Article
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9873411/
https://www.ncbi.nlm.nih.gov/pubmed/36699194
http://dx.doi.org/10.1016/j.neuri.2022.100110

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9873411/
https://www.ncbi.nlm.nih.gov/pubmed/36699194
http://dx.doi.org/10.1016/j.neuri.2022.100110

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