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Gaussian smoothing and modified histogram normalization methods to improve neural-biomarker interpretations for dyslexia classification mechanism

Achieving biologically interpretable neural-biomarkers and features from neuroimaging datasets is a challenging task in an MRI-based dyslexia study. This challenge becomes more pronounced when the needed MRI datasets are collected from multiple heterogeneous sources with inconsistent scanner setting...

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Detalles Bibliográficos
Autores principales: Usman, Opeyemi Lateef, Muniyandi, Ravie Chandren, Omar, Khairuddin, Mohamad, Mazlyfarina
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Public Library of Science 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7906397/
https://www.ncbi.nlm.nih.gov/pubmed/33630876
http://dx.doi.org/10.1371/journal.pone.0245579