An R package for creating generative art using Brain Imaging Data.
The neurogen package was born from a collaboration with brothers Daniel and Tyler Wishard, UCLA for a proposal at the 2022 Organization of Human Brain Mapping in Glasgow, Scotland - which is titled "Neuro-Fungible Tokens". Proceeds from the sale of any NFT's will be donated to organizations conducting neurological disease research.
Tyler is a Ph.D. candidate in the Neuroscience Interdisciplinary Program at UCLA whose work focuses on multimodal MRI to determine neuroimaging-based markers of age-related memory decline and optimize non-invasive neuromodulation to improve older adults' cognitive outcomes.
All example image data provided in package was produced using a 7-tesla MRI of Tyler Wishard's brain, aka 'Ty's Brain' and can be found in inst/data.
devtools::install_github("jameswcraig/neurogen")
library(neurogen)
# Get Ty's brain...
nii_path <- system.file(package = "neurogen", "data", "Ty_brain.nii.gz")
Infuse selected color palette into greyscale image.
brain_infuse(file = nii_path,
color_palette = RColorBrewer::brewer.pal(name = "Set3", n = 8),
infuse_rate = 0.9,
trim_start = 0.31,
trim_end = 0.08)
Add a color warp to brain image.
brain_warp(file = nii_path,
color_palette = RColorBrewer::brewer.pal(name = "Set3", n = 8),
trim_start = 0.31,
trim_end = 0.08)
brain_warp(file = nii_path,
color_palette = RColorBrewer::brewer.pal(name = "PuBuGn", n = 9),
color_background = "#FAF9F6",
trim_start = 0.31,
trim_end = 0.08)
brain_warp(file = nii_path,
color_palette = c("#F8B195", "#F67280", "#C06C84", "#6C5B7B"),
color_background = "#355C7D",
trim_start = 0.31,
trim_end = 0.08)
Add contour color into greyscale image.
brain_contour(file = nii_path,
color_palette = RColorBrewer::brewer.pal(name = "Set2", n = 8),
color_background = "#FFFFFF",
trim_start = 0.31,
trim_end = 0.08)
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