Automated assessment of psychiatric disorders using speech: A systematic review
Objective There are many barriers to accessing mental health assessments including cost
and stigma. Even when individuals receive professional care, assessments are intermittent …
and stigma. Even when individuals receive professional care, assessments are intermittent …
[HTML][HTML] Deep learning and machine learning in psychiatry: a survey of current progress in depression detection, diagnosis and treatment
Informatics paradigms for brain and mental health research have seen significant advances
in recent years. These developments can largely be attributed to the emergence of new …
in recent years. These developments can largely be attributed to the emergence of new …
[HTML][HTML] Improving mental health services: A 50-year journey from randomized experiments to artificial intelligence and precision mental health
L Bickman - Administration and Policy in Mental Health and Mental …, 2020 - Springer
This conceptual paper describes the current state of mental health services, identifies critical
problems, and suggests how to solve them. I focus on the potential contributions of artificial …
problems, and suggests how to solve them. I focus on the potential contributions of artificial …
[HTML][HTML] The heterogeneity of mental health assessment
JJ Newson, D Hunter, TC Thiagarajan - Frontiers in psychiatry, 2020 - frontiersin.org
Across the landscape of mental health research and diagnosis, there is a diverse range of
questionnaires and interviews available for use by clinicians and researchers to determine …
questionnaires and interviews available for use by clinicians and researchers to determine …
How does precarious employment affect mental health? A scoping review and thematic synthesis of qualitative evidence from western economies
This article offers a scoping review and thematic synthesis of qualitative research on the
relationship between precarious employment and mental health. Systematic searches of …
relationship between precarious employment and mental health. Systematic searches of …
Precision behavioral phenotyping as a strategy for uncovering the biological correlates of psychopathology
Our capacity to measure diverse aspects of human biology has developed rapidly in the past
decades, but the rate at which these techniques have generated insights into the biological …
decades, but the rate at which these techniques have generated insights into the biological …
Reliability of the term “serious mental illness”: a systematic review
L Gonzales, LE Kois, C Chen… - Psychiatric …, 2022 - Am Psychiatric Assoc
Objective: The term “serious mental illness”(SMI) is widely used across research, practice,
and policy settings. However, there is no consistent operational definition, and its reliability …
and policy settings. However, there is no consistent operational definition, and its reliability …
Complexity theory of psychopathology.
There is a renewed interest for complex adaptive system approaches that can account for
the inherently complex and dynamic nature of psychopathology. Yet a theory of …
the inherently complex and dynamic nature of psychopathology. Yet a theory of …
Mental disorder, psychological problems and terrorist behaviour: A systematic review and metaanalysis
Background The link between mental health difficulties and terrorist behaviour has been the
subject of debate for the last 50 years. Studies that report prevalence rates of mental health …
subject of debate for the last 50 years. Studies that report prevalence rates of mental health …
What should be the future focus of mental health nursing? Exploring the perspectives of mental health nurses, consumers, and allied health staff
T Wand, S Glover, D Paul - International Journal of Mental …, 2022 - Wiley Online Library
The landscape of mental health care and service delivery is changing, as is our
understanding of the underlying causes for mental distress. It is now apparent that biogenic …
understanding of the underlying causes for mental distress. It is now apparent that biogenic …