Support Vector Machine-based Spontaneous Intracranial Hypotension Detection on Brain MRI.

A fully automatic algorithm analyzing a single MRI sequence separates SIH and non-SIH patients with a high diagnostic accuracy. It may help to consider the need of invasive diagnostics and transfer to a SIH center.