The human organism is an integrated network where complex physiological systems, each with its own regulatory mechanisms, continuously interact, and where failure of one system can trigger a breakdown of the entire network. We develop a framework to measure novel network features using multi-modal data. Our aim: shift the current understanding of complex brain related diseases from a single-organ-affected condition to a systems-wide network dysfunction.