NeuroDataSets

The NeuroDataSets package offers a rich and diverse collection of datasets focused on the brain, the nervous system, and neurological and psychiatric disorders. It includes comprehensive data on conditions such as Parkinson’s disease, Alzheimer’s disease, dementia, epilepsy, schizophrenia, autism spectrum disorder, attention deficit hyperactivity disorder (ADHD), Tourette’s syndrome, traumatic brain injury, gliomas, migraines, headaches, sleep disorders, concussions, encephalitis, subarachnoid hemorrhage, and mental health conditions.

The package contains a wide variety of data types, including clinical, experimental, neuroimaging, behavioral, cognitive, and simulated datasets. These datasets encompass structural and functional brain data, cross-sectional and longitudinal MRI imaging studies, neurotransmission metrics, gene expression profiles, cognitive performance assessments, intelligence metrics, sleep deprivation effects, treatment outcomes, brain-body relationships across species, neurological injury patterns, and acupuncture interventions.

Installation

You can install the NeuroDataSets package from CRAN with the following R function:

install.packages("NeuroDataSets")

You can install NeuroDataSets package from its GitHub repository with the following R function:

devtools::install_github("lightbluetitan/neurodatasets")

Load the Package

library(NeuroDataSets)

Dataset Suffixes

Each dataset in the NeuroDataSets package uses a suffix to denote the type of R object:

• _df: A data frame

• _list: A list

• _tbl_df: A tibble

• _matrix: A matrix

Example Datasets

Below are selected example datasets included in the NeuroDataSets package:

• subcortical_patterns_tbl_df: Patterns of Subcortical Structures.

• WMpatterns_tbl_df: Expected Patterns of White Matter.

• hippocampus_lesions_df: Memory and the Hippocampus.

Example Code:

# Load the package

library(NeuroDataSets)

# List all datasets in the package

view_datasets_NeuroDataSets()

# Load dataset

data(WMpatterns_tbl_df)

# Preview the dataset

head(WMpatterns_tbl_df)

# Open in Viewer

View(WMpatterns_tbl_df)