Background Uncertainty surrounds the ethical and legal implications of algorithmic and data-
driven technologies in the mental health context, including technologies characterized as …

The use of mobile, wearable, and Internet of Things (IoT) technologies fosters unique
opportunities for designing novel intelligent positive computing services that address various …

Background Social anxiety disorder is a highly prevalent and burdensome condition.
Persons with social anxiety frequently avoid seeking physician support and rarely receive …

Suicide is the second leading cause of death among young adults but the challenges of
preventing suicide are significant because the signs often seem invisible. Research has …

Although social anxiety and depression are common, they are often underdiagnosed and
undertreated, in part due to difficulties identifying and accessing individuals in need of …

With the advent of digital therapeutics (DTx), the development of software as a medical
device (SaMD) for mobile and wearable devices has gained significant attention in recent …

Exploiting the capabilities of smartphones for monitoring social anxiety shows promise for
advancing our ability to both identify indicators of and treat social anxiety in natural settings …

The way people use smartphones provides a window into the relationship between
behaviors and mental health. This relationship is of particular significance to individuals with …

Background Digital phenotyping may detect changes in health outcomes and potentially
lead to proactive measures to mitigate health declines and avoid major medical events …

Wearable technologies and digital phenotyping foster unique opportunities for designing
novel intelligent electronic services that can address various well-being issues in patients …