[HTML][HTML] Ethics and law in research on algorithmic and data-driven technology in mental health care: scoping review
P Gooding, T Kariotis - JMIR Mental Health, 2021 - mental.jmir.org
Background Uncertainty surrounds the ethical and legal implications of algorithmic and data-
driven technologies in the mental health context, including technologies characterized as …
driven technologies in the mental health context, including technologies characterized as …
Intelligent positive computing with mobile, wearable, and IoT devices: Literature review and research directions
The use of mobile, wearable, and Internet of Things (IoT) technologies fosters unique
opportunities for designing novel intelligent positive computing services that address various …
opportunities for designing novel intelligent positive computing services that address various …
[HTML][HTML] Digital biomarkers of social anxiety severity: digital phenotyping using passive smartphone sensors
Background Social anxiety disorder is a highly prevalent and burdensome condition.
Persons with social anxiety frequently avoid seeking physician support and rarely receive …
Persons with social anxiety frequently avoid seeking physician support and rarely receive …
Identification of imminent suicide risk among young adults using text messages
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 …
preventing suicide are significant because the signs often seem invisible. Research has …
A weakly supervised learning framework for detecting social anxiety and depression
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 …
undertreated, in part due to difficulties identifying and accessing individuals in need of …
Toward data-driven digital therapeutics analytics: Literature review and research directions
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 …
device (SaMD) for mobile and wearable devices has gained significant attention in recent …
Predicting subjective measures of social anxiety from sparsely collected mobile sensor data
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 …
advancing our ability to both identify indicators of and treat social anxiety in natural settings …
Understanding behavioral dynamics of social anxiety among college students through smartphone sensors
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 …
behaviors and mental health. This relationship is of particular significance to individuals with …
Using digital phenotyping to understand health-related outcomes: A scoping review
Background Digital phenotyping may detect changes in health outcomes and potentially
lead to proactive measures to mitigate health declines and avoid major medical events …
lead to proactive measures to mitigate health declines and avoid major medical events …
E-prevention: Advanced support system for monitoring and relapse prevention in patients with psychotic disorders analyzing long-term multimodal data from …
Wearable technologies and digital phenotyping foster unique opportunities for designing
novel intelligent electronic services that can address various well-being issues in patients …
novel intelligent electronic services that can address various well-being issues in patients …