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Description

A Comprehensive Collection of Neuroscience and Brain-Related Datasets.

Offers a rich and diverse collection of datasets focused on the brain, nervous system, and related disorders. The package includes clinical, experimental, neuroimaging, behavioral, cognitive, and simulated data on conditions such as Parkinson's disease, Alzheimer's, epilepsy, schizophrenia, gliomas, and mental health. Datasets cover structural and functional brain data, neurotransmission, gene expression, cognitive performance, and treatment outcomes. Designed for researchers, neuroscientists, clinicians, psychologists, data scientists, and students, this package facilitates exploratory data analysis, statistical modeling, and hypothesis testing in neuroscience and neuroepidemiology.

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 data on conditions such as Parkinson's disease, Alzheimer's disease, epilepsy, schizophrenia, gliomas, and mental health.

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, neurotransmission metrics, gene expression profiles, cognitive performance assessments, and treatment outcomes.

Installation

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


install.packages("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.

  • white_matter_patterns_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_neuro()

# Load dataset

data(white_matter_patterns_tbl_df)

# Preview the dataset

head(white_matter_patterns_tbl_df)

# Open in Viewer

View(white_matter_patterns_tbl_df)

Metadata

Version

0.1.0

License

Unknown

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