A novel Ontology-guided Attribute Partitioning ensemble learning model for early prediction of cognitive deficits using quantitative Structural MRI in very preterm infants

Structural magnetic resonance imaging studies have shown that brain anatomical abnormalities are associated with cognitive deficits in preterm infants. Brain maturation and geometric features can be used with machine learning models for predicting later neurodevelopmental deficits. However, traditio...

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Detalles Bibliográficos
Autores principales: Li, Zhiyuan, Li, Hailong, Braimah, Adebayo, Dillman, Jonathan R., Parikh, Nehal A., He, Lili
Formato: Online Artículo Texto
Lenguaje:English
Publicado: 2022
Materias:
Article
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9483989/
https://www.ncbi.nlm.nih.gov/pubmed/35850161
http://dx.doi.org/10.1016/j.neuroimage.2022.119484

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9483989/
https://www.ncbi.nlm.nih.gov/pubmed/35850161
http://dx.doi.org/10.1016/j.neuroimage.2022.119484

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