Lung cancer is one of the deadliest and fastest growing diseases in India. Common causes of lung cancer include smoking, asbestos, radon gas, genetics and air pollution. Lung cancer is curable if detected in early stages. This research proposes a novel method for the detection of lung cancer in early stages. Results show that the proposed system efficiently classifies the MRI images into normal, moderate and severe.