: This paper introduces concepts and principles of how computer assisted diagnosis (CAD) systems work and addresses the challenges of processing large amounts of medical data for diagnosis. It also provides an overview of CAD methods developed in the field of diagnosing neurological diseases and which existing technologies provide what big data for analyzing which diseases.