Machine learning in mental health: A systematic review of the HCI literature to support the development of effective and implementable ML systems
High prevalence of mental illness and the need for effective mental health care, combined
with recent advances in AI, has led to an increase in explorations of how the field of machine …
with recent advances in AI, has led to an increase in explorations of how the field of machine …
HCI and Affective Health: Taking stock of a decade of studies and charting future research directions
In the last decade, the number of articles on HCI and health has increased dramatically. We
extracted 139 papers on depression, anxiety and bipolar health issues from 10 years of …
extracted 139 papers on depression, anxiety and bipolar health issues from 10 years of …
There is an app for that! The current state of mobile applications (apps) for DSM‐5 obsessive‐compulsive disorder, posttraumatic stress disorder, anxiety and mood …
M Van Ameringen, J Turna, Z Khalesi… - Depression and …, 2017 - Wiley Online Library
Mental health apps are viewed as a promising modality to extend the reach of mental health
care beyond the clinic. They do so by providing a means of assessment, tracking, and …
care beyond the clinic. They do so by providing a means of assessment, tracking, and …
Self-care technologies in HCI: Trends, tensions, and opportunities
Many studies show that self-care technologies can support patients with chronic conditions
and their carers in understanding the ill body and increasing control of their condition …
and their carers in understanding the ill body and increasing control of their condition …
Personal informatics in interpersonal contexts: towards the design of technology that supports the social ecologies of long-term mental health management
Personal informatics systems for supporting health largely grew out of a" self"-centric
orientation: self-tracking, self-reflection, self-knowledge, self-experimentation, self …
orientation: self-tracking, self-reflection, self-knowledge, self-experimentation, self …
[HTML][HTML] User experience of cognitive behavioral therapy apps for depression: an analysis of app functionality and user reviews
Background Hundreds of mental health apps are available to the general public. With
increasing pressures on health care systems, they offer a potential way for people to support …
increasing pressures on health care systems, they offer a potential way for people to support …
[HTML][HTML] Smartphone-based monitoring of objective and subjective data in affective disorders: where are we and where are we going? Systematic review
Background Electronic mental health interventions for mood disorders have increased
rapidly over the past decade, most recently in the form of various systems and apps that are …
rapidly over the past decade, most recently in the form of various systems and apps that are …
[HTML][HTML] Understanding people's use of and perspectives on mood-tracking apps: interview study
Background Supporting mental health and wellness is of increasing interest due to a
growing recognition of the prevalence and burden of mental health issues. Mood is a central …
growing recognition of the prevalence and burden of mental health issues. Mood is a central …
Wearable, environmental, and smartphone-based passive sensing for mental health monitoring
M Sheikh, M Qassem, PA Kyriacou - Frontiers in digital health, 2021 - frontiersin.org
Collecting and analyzing data from sensors embedded in the context of daily life has been
widely employed for the monitoring of mental health. Variations in parameters such as …
widely employed for the monitoring of mental health. Variations in parameters such as …
Ecological momentary interventions in psychiatry
I Myin-Germeys, A Klippel, H Steinhart… - Current opinion in …, 2016 - journals.lww.com
The review demonstrates that mobile health may be an important asset to the mental health
field but underscores that it still is in its very early ages. In the discussion, we point toward …
field but underscores that it still is in its very early ages. In the discussion, we point toward …