Occupational burnout syndrome and post-traumatic stress among healthcare professionals during the novel coronavirus disease 2019 (COVID-19) pandemic
J Raudenská, V Steinerová, A Javůrková, I Urits… - Best Practice & …, 2020 - Elsevier
This comprehensive review aims to explain the potential impact of coronavirus disease 2019
(COVID-19) on mental wellbeing of healthcare professionals (HCPs). Based on up-to-date …
(COVID-19) on mental wellbeing of healthcare professionals (HCPs). Based on up-to-date …
Neurobiology of BDNF in fear memory, sensitivity to stress, and stress-related disorders
M Notaras, M van den Buuse - Molecular psychiatry, 2020 - nature.com
Brain-derived neurotrophic factor (BDNF) is widely accepted for its involvement in resilience
and antidepressant drug action, is a common genetic locus of risk for mental illnesses, and …
and antidepressant drug action, is a common genetic locus of risk for mental illnesses, and …
Traumatic stress in the age of COVID-19: A call to close critical gaps and adapt to new realities.
Abstract The Issue: Coronavirus-19 (COVID-19) is transforming every aspect of our lives.
Identified in late 2019, COVID-19 quickly became characterized as a global pandemic by …
Identified in late 2019, COVID-19 quickly became characterized as a global pandemic by …
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 …
A validated predictive algorithm of post-traumatic stress course following emergency department admission after a traumatic stressor
Annually, approximately 30 million patients are discharged from the emergency department
(ED) after a traumatic event. These patients are at substantial psychiatric risk, with …
(ED) after a traumatic event. These patients are at substantial psychiatric risk, with …
[HTML][HTML] Review of machine learning algorithms for diagnosing mental illness
Objective Enhanced technology in computer and internet has driven scale and quality of
data to be improved in various areas including healthcare sectors. Machine Learning (ML) …
data to be improved in various areas including healthcare sectors. Machine Learning (ML) …
Estimating the risk of PTSD in recent trauma survivors: results of the International Consortium to Predict PTSD (ICPP)
A timely determination of the risk of post‐traumatic stress disorder (PTSD) is a prerequisite
for efficient service delivery and prevention. We provide a risk estimate tool allowing a …
for efficient service delivery and prevention. We provide a risk estimate tool allowing a …
Implementing precision psychiatry: a systematic review of individualized prediction models for clinical practice
G Salazar de Pablo, E Studerus… - Schizophrenia …, 2021 - academic.oup.com
Background The impact of precision psychiatry for clinical practice has not been
systematically appraised. This study aims to provide a comprehensive review of validated …
systematically appraised. This study aims to provide a comprehensive review of validated …
Machine learning and big data: Implications for disease modeling and therapeutic discovery in psychiatry
AMY Tai, A Albuquerque, NE Carmona… - Artificial intelligence in …, 2019 - Elsevier
Introduction Machine learning capability holds promise to inform disease models, the
discovery and development of novel disease modifying therapeutics and prevention …
discovery and development of novel disease modifying therapeutics and prevention …
Applications of artificial intelligence− machine learning for detection of stress: a critical overview
Psychological distress is a major contributor to human physiology and pathophysiology, and
it has been linked to several conditions, such as auto-immune diseases, metabolic …
it has been linked to several conditions, such as auto-immune diseases, metabolic …