In clinical research, imaging, electroencephalogram, electrocardiogram and other analyses are often used to assist diagnosis, or to find adverse events or reactions, or even to identify diagnosis and treatment errors or medical insurance fraud. These can be achieved by discovering the laws contained in the massive data and finding out the abnormal patterns that are different from most of the data. This method is called abnormal data detection.