Neurohacking describes how to use the R programming language and its associated package to perform manipulation, processing, and analysis of neuroimaging data. We focus on publicly-available structural magnetic resonance imaging (MRI). We discuss concepts such as inhomogeneity correction, image registration, and image visualization.
By the end of this course, you will be able to:
- Read/write images of the brain in the NIfTI (Neuroimaging Informatics Technology Initiative) format
- Visualize and explore these images
- Perform inhomogeneity correction, brain extraction, and image registration (within a subject and to a template).