Extract one or more series from object

This function extracts time series data from specific voxel coordinates in a 4D neuroimaging object. It supports multiple ways of specifying the coordinates:

• Linear indices (1D)

• Grid coordinates (3D matrix)

• Individual x,y,z coordinates

Usage

series(x, i, ...)

# S4 method for class 'ClusteredNeuroVec,numeric'
series(x, i, j, k, ...)

# S4 method for class 'NeuroVec,matrix'
series(x, i)

# S4 method for class 'NeuroVec,matrix'
series_roi(x, i)

# S4 method for class 'NeuroVec,ROICoords'
series(x, i)

# S4 method for class 'NeuroVec,ROICoords'
series_roi(x, i)

# S4 method for class 'NeuroVec,LogicalNeuroVol'
series(x, i)

# S4 method for class 'NeuroVec,NeuroVol'
series(x, i)

# S4 method for class 'NeuroVec,LogicalNeuroVol'
series_roi(x, i)

# S4 method for class 'NeuroVec,integer'
series(x, i, j, k, drop = TRUE)

# S4 method for class 'DenseNeuroVec,integer'
series(x, i, j, k, drop = TRUE)

# S4 method for class 'NeuroVec,numeric'
series(x, i, j, k, drop = TRUE)

# S4 method for class 'NeuroVec,numeric'
series_roi(x, i, j, k)

# S4 method for class 'NeuroVec,numeric'
series_roi(x, i, j, k)

# S4 method for class 'NeuroVec,matrix'
series_roi(x, i)

# S4 method for class 'NeuroVec,LogicalNeuroVol'
series_roi(x, i)

# S4 method for class 'NeuroVecSeq,integer'
series(x, i, j, k, drop = TRUE)

# S4 method for class 'NeuroVecSeq,numeric'
series(x, i, j, k, drop = TRUE)

# S4 method for class 'NeuroVecSeq,matrix'
series(x, i)

# S4 method for class 'NeuroVecSeq,matrix'
series_roi(x, i)

# S4 method for class 'AbstractSparseNeuroVec,ROICoords'
series(x, i)

# S4 method for class 'AbstractSparseNeuroVec,matrix'
series(x, i)

# S4 method for class 'AbstractSparseNeuroVec,numeric'
series(x, i, j, k)

# S4 method for class 'AbstractSparseNeuroVec,integer'
series(x, i, j, k, drop = TRUE)

Arguments

x

A NeuroVecSeq object

i

A matrix of ROI coordinates (n x 3)

...

additional arguments

j

second dimension index

k

third dimension index

drop

whether to drop dimension of length 1

Value

A list or array containing the extracted series.

A matrix where each column represents a voxel's time series

A ROIVec object containing the time series for the specified ROI

See also

series_roi

Examples

# Create a simple 4D neuroimaging vector (10x10x10 volume with 20 timepoints)
space <- NeuroSpace(c(10,10,10,20), c(1,1,1))
vec <- NeuroVec(array(rnorm(10*10*10*20), c(10,10,10,20)), space)

# Extract time series using linear indices
ts1 <- series(vec, 1:10)  # Get time series for first 10 voxels

# Extract time series using 3D coordinates
coords <- matrix(c(1,1,1, 2,2,2, 3,3,3), ncol=3, byrow=TRUE)
ts2 <- series(vec, coords)  # Get time series for 3 specific voxel locations

# Extract single time series using x,y,z coordinates
ts3 <- series(vec, 5, 5, 5)  # Get time series from middle voxel