Background The COVID-19 pandemic has increased the impact and spread of mental
illness and made health services difficult to access; therefore, there is a need for remote …

Background Smartphone-based digital phenotyping enables potentially clinically relevant
information to be collected as individuals go about their day. This could improve monitoring …

Recent years have seen significant advances in the sensing capabilities of smartphones,
enabling them to collect rich contextual information such as location, device usage, and …

Mobile sensing refers to the collection of methods by which researchers derive measures of
human behaviours and contexts from the onboard sensors and logs found in smartphones …

Background The mobility of an individual measured by phone-collected location data has
been found to be associated with depression; however, the longitudinal relationships (the …

Depression contributes to a wide range of maladjustment problems. With the development of
technology, objective measurement for behavior and functional indicators of depression has …

Urban dwellers' use of public and private green spaces may have changed during the early
years of the Covid-19 pandemic due to movement restriction. A survey was deployed in …

Background Major depressive disorder (MDD) affects millions of people worldwide, but
timely treatment is not often received owing in part to inaccurate subjective recall and …

Background Remote sensing for the measurement and management of long-term conditions
such as Major Depressive Disorder (MDD) is becoming more prevalent. User-engagement …

Mental health disorders—including depression, anxiety, trauma-related, and psychotic
conditions—are pervasive and impairing, representing considerable challenges for both …