The field of neuroinformatics was originally conceived as the application of information technology to the compilation, integration and analysis of large data sets in basic neuroscience research. In this special issue, we explore how the principles of neuroinformatics are now being extended to the neurology clinic, highlighting initiatives in three diverse areas: glioma genomics, neurocritical care, and brain imaging in neurodegenerative disease.