Electroencephalography (EEG) studies produce region-referenced functional data in the form of EEG signals recorded across electrodes on the scalp. It is of clinical interest to relate the highly structured EEG data to scalar outcomes such as diagnostic status. In our motivating study, resting-state EEG is collected on both typically developing (TD) children and children with autism spectrum disorder (ASD) aged 2 to 12 years old. The peak alpha frequency (PAF), defined as the location of a prominent peak in the alpha frequency band of the spectral density, is an important biomarker linked to neurodevelopment and is known to shift from lower to higher frequencies as children age. To retain the most amount of information from the data, we cons...
Diverse genetic and environmental etiologies converge onto circuit level brain dysfunction in autism...
Autism spectrum disorder (ASD) is a behaviorally diagnosed neurodevelopmental condition that is asso...
Background: Autism spectrum disorders (ASD) are increasingly prevalent and have a significant impact...
Highly structured data collected in a variety of biomedical applications such as electroencephalogra...
Functional brain imaging through electroencephalography (EEG) relies upon the analysis and interpret...
Electroencephalography (EEG) data possess a complex structure that includes regional, functional, an...
We study the specific features of the organization of the functional brain networks of children with...
Biomarker development is currently a high priority in neurodevelopmental disorder research. For many...
Background Understanding the development of the neuronal circuitry underlying autism spectrum disor...
The dataset includes power values obtained from baseline EEG recorded in infants. Specifically, for ...
Abstract Background The autism rate has recently increased to 1 in 100 children. Genetic studies dem...
Current research suggests that autism spectrum disorder (ASD) is characterized by asynchronous neura...
BackgroundFunctional brain connectivity is altered in children and adults with autism spectrum disor...
Current research suggests that autism spectrum disorder (ASD) is characterized by asynchronous neura...
Motivated by a study on visual implicit learning in young children with Autism Spectrum Disorder (AS...
Diverse genetic and environmental etiologies converge onto circuit level brain dysfunction in autism...
Autism spectrum disorder (ASD) is a behaviorally diagnosed neurodevelopmental condition that is asso...
Background: Autism spectrum disorders (ASD) are increasingly prevalent and have a significant impact...
Highly structured data collected in a variety of biomedical applications such as electroencephalogra...
Functional brain imaging through electroencephalography (EEG) relies upon the analysis and interpret...
Electroencephalography (EEG) data possess a complex structure that includes regional, functional, an...
We study the specific features of the organization of the functional brain networks of children with...
Biomarker development is currently a high priority in neurodevelopmental disorder research. For many...
Background Understanding the development of the neuronal circuitry underlying autism spectrum disor...
The dataset includes power values obtained from baseline EEG recorded in infants. Specifically, for ...
Abstract Background The autism rate has recently increased to 1 in 100 children. Genetic studies dem...
Current research suggests that autism spectrum disorder (ASD) is characterized by asynchronous neura...
BackgroundFunctional brain connectivity is altered in children and adults with autism spectrum disor...
Current research suggests that autism spectrum disorder (ASD) is characterized by asynchronous neura...
Motivated by a study on visual implicit learning in young children with Autism Spectrum Disorder (AS...
Diverse genetic and environmental etiologies converge onto circuit level brain dysfunction in autism...
Autism spectrum disorder (ASD) is a behaviorally diagnosed neurodevelopmental condition that is asso...
Background: Autism spectrum disorders (ASD) are increasingly prevalent and have a significant impact...