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This book presents studies on capturing the present status of human brain which are essential to predict whether a human being is in stable condition or he/she is an abnormal state of mind. This is accomplied with to aid of EEG sensor, which are installed near the brain to capture the present status of the brain at regular intervals. Initially in the training period the images of the brain of (1) a normal person (2) a patient having neurological problems are captured. These are maintained as reference cases. The different case studies will be carried out for new patients having neurological problem. In these studies the new patient brain signals will be collected and after converting to digital form they will be compared to the model built in the training period. This comparison will reveal whether a patient is having abnormality. The objective of this study is to categorize the patient with different mental status.