Recently, a new less invasive technique, which uses super-cooled nitrogen to freeze and shrink a non-cancerous tumor and destroy the blood vessels feeding the growth of the tumour, has been developed [2] in the USA. Several Artificial Intelligence (AI) techniques including neural networks and fuzzy logic [3-5] are successfully applied to a wide variety of decisionmaking problems in the area of medical diagnosis