oasis_dementia_mri_df | R Documentation |
OASIS Aging-Dementia Longitudinal MRI
Description
This dataset, oasis_dementia_mri_df, is a data frame containing longitudinal neuroimaging and clinical data from 150 older adults (60-96 years) with repeated MRI scans over multiple visits. The study includes both nondemented and demented individuals, with 373 total imaging sessions featuring 3-4 T1-weighted scans per session.
Usage
data(oasis_dementia_mri_df)
Format
A data frame with 373 observations and 15 variables:
- Subject.ID
Character: Unique subject identifier
- MRI.ID
Character: Unique MRI session identifier
- Group
Factor with 3 levels: Diagnostic group classification
- Visit
Integer: Visit number
- MR.Delay
Integer: Days since first visit
- Gender
Character: Subject gender
- Hand
Character: Handedness
- Age
Integer: Subject age in years
- EDUC
Integer: Years of education
- SES
Integer: Socioeconomic status
- MMSE
Integer: Mini-Mental State Examination score (0-30)
- CDR
Numeric: Clinical Dementia Rating (0-3)
- eTIV
Integer: Estimated total intracranial volume (mm³)
- nWBV
Numeric: Normalized whole brain volume
- ASF
Numeric: Atlas scaling factor
Details
The dataset name has been kept as 'oasis_dementia_mri_df' to avoid confusion with other datasets in the R ecosystem. This naming convention helps distinguish this dataset as part of the NeuroDataSets package. The suffix 'df' indicates that the dataset is a data frame. The original content has not been modified.
Source
Data taken from the jointest package version 1.0. Original study: Marcus, D.S. et al. (2007) Open Access Series of Imaging Studies (OASIS): Cross-sectional MRI Data in Young, Middle Aged, Nondemented and Demented Older Adults. Journal of Cognitive Neuroscience, 19(9), 1498-1507.