Both groups have refractory epilepsy within the same region more specifically are all treated and managed at the same hospital (Queen Elizabeth Hospital) .The sample is randomly collected via the informatics team at the Queen Elizabeth Hospital and contain patients with refractory epilepsy t between 2003 and 2012. From the sample appropriate data was collected and analysed. Please view Data collection section for more