SYSTEMS AND METHODS FOR DETERMINING MENTAL AND PHYSICAL HEALTH USING MULTI-SCALE METRICS

A system and method is provided for subject monitoring and acquisition of data for determining the mental and/or physical health of a subject. In an embodiment, the system and method provide automated subject monitoring and signal collection (acquisition) of data, for example activity data, associated with one or more of a plurality of metrics for mental and physical health, processing of the data to extract features associated with mental and/or physical health and then classifying the features extracted from the data using one or more classifiers into behavioral subject categories. The system and method can simultaneously combine multiple metrics to determine mental and/or physical health of a subject, which is robust to artifacts and missing data.