Multivariate analyses applied to fetal, neonatal and pediatric MRI of neurodevelopmental disorders
نویسندگان
چکیده
منابع مشابه
Multivariate analyses applied to fetal, neonatal and pediatric MRI of neurodevelopmental disorders
Multivariate analysis (MVA) is a class of statistical and pattern recognition methods that involve the processing of data that contains multiple measurements per sample. MVA can be used to address a wide variety of medical neuroimaging-related challenges including identifying variables associated with a measure of clinical importance (i.e. patient outcome), creating diagnostic tests, assisting ...
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Multivariate analysis (MVA) is a class of statistical and pattern recognition techniques that involve the processing of data that contains multiple measurements per sample. MVA can be used to address a wide variety of neurological medical imaging related challenges including the evaluation of healthy brain development, the automated analysis of brain tissues and structures through image segment...
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Brain tumors represent the most common solid tumor of childhood, with gliomas comprising the largest fraction of these cancers. Several features distinguish them from their adult counterparts, including their natural history, causative genetic mutations, and brain locations. These unique properties suggest that the cellular and molecular etiologies that underlie their development and maintenanc...
متن کاملRecent perspectives of pediatric neurodevelopmental disorders.
The assorted circumstances characterized by malfunctioning in cognition, communication or motor skills lead to abnormal development of the central nervous system (CNS) in young infants. These conditions are collectively termed as neurodevelopmental disorders (NDDs) and are usually diagnosed during childhood or infancy. NDDs occur as frequent as 1-3% in the general population and their diagnosti...
متن کاملNeonatal MRI to predict neurodevelopmental outcomes in preterm infants.
BACKGROUND Very preterm infants are at high risk for adverse neurodevelopmental outcomes. Magnetic resonance imaging (MRI) has been proposed as a means of predicting neurodevelopmental outcomes in this population. METHODS We studied 167 very preterm infants (gestational age at birth, 30 weeks or less) to assess the associations between qualitatively defined white-matter and gray-matter abnorm...
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ژورنال
عنوان ژورنال: NeuroImage: Clinical
سال: 2015
ISSN: 2213-1582
DOI: 10.1016/j.nicl.2015.09.017