# Anomaly Detection of Relapse signature #hope-s [[202111130954 Deviation from a regular behavioral pattern impact on individual mental well being and possibly bring about relapse signs]] - Concerning current mental health status, the extent to which an individual adheres to work, sleep, social, or mobility routine, i.e. a regular behavioral pattern, largely impacts their mental well-being and symptom severity of mental disorders [11,19,20]. Behavioral stability features have been proposed as relapse predictors in some of the previous studies. [[Article Routine Clustering of Mobile Sensor Data Facilitates Psychotic Relapse Prediction in Schizophrenia Patients]] [[202111130955 Prior to relapses, there is increase in anomalies in mobility and social behavior]] - In a pilot study, the Beiwe app collected mobile sensing data from 15 schizophrenia patients for 3 months during which 5 patients experienced relapses [14]. The researchers found that the rate of anomalies in mobility and social behavior increased significantly closer to relapses. [[Article Routine Clustering of Mobile Sensor Data Facilitates Psychotic Relapse Prediction in Schizophrenia Patients]]