An image‐based model of brain volume biomarker changes in Huntington's disease
Sign Up to like & getrecommendations! Published in 2018 at "Annals of Clinical and Translational Neurology"
DOI: 10.1002/acn3.558
Abstract: Determining the sequence in which Huntington's disease biomarkers become abnormal can provide important insights into the disease progression and a quantitative tool for patient stratification. Here, we construct and present a uniquely fine‐grained model of… read more here.
Keywords: image based; huntington disease; disease; model brain ... See more keywords
Towards a Mathematical Model of the Brain
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DOI: 10.1007/s10955-019-02483-1
Abstract: This article presents an idealized mathematical model of the cerebral cortex, focusing on the dynamical interaction of neurons. The author proposes a network architecture more consistent with neuroanatomy than in previous studies, borrows ideas from… read more here.
Keywords: towards mathematical; model; mathematical model; model brain ... See more keywords
A Hierarchical Graph Learning Model for Brain Network Regression Analysis
Sign Up to like & getrecommendations! Published in 2022 at "Frontiers in Neuroscience"
DOI: 10.3389/fnins.2022.963082
Abstract: Brain networks have attracted increasing attention due to the potential to better characterize brain dynamics and abnormalities in neurological and psychiatric conditions. Recent years have witnessed enormous successes in deep learning. Many AI algorithms, especially… read more here.
Keywords: learning model; regression; brain; model brain ... See more keywords