Results 41 to 50 of about 260,236 (367)

Investigating the Perceived Precision and validity of a Field-Deployable Machine Learning-based Tool to Detect Post-Traumatic Stress Disorder (PTSD) Hyperarousal Events [PDF]

open access: yesarXiv, 2021
Post Traumatic Stress Disorder is a psychiatric condition experienced by individuals after exposure to a traumatic event. Prior work has shown promise in detecting PTSD using physiological data such as heart rate. Despite the promise shown by the machine learning based algorithms for PTSD, the validation approaches used in previous research largely ...
arxiv  

CUE: CpG impUtation ensemble for DNA methylation levels across the human methylation450 (HM450) and EPIC (HM850) BeadChip platforms

open access: yesEpigenetics, 2021
DNA methylation at CpG dinucleotides is one of the most extensively studied epigenetic marks. With technological advancements, geneticists can profile DNA methylation with multiple reliable approaches.
Gang Li   +7 more
doaj   +1 more source

Acute stress disorder and posttraumatic stress disorder in children and adolescents involved in assaults or motor vehicle accidents [PDF]

open access: yes, 2005
Objective: The authors investigated acute stress disorder and later posttraumatic stress disorder (PTSD) in children and adolescents who had been involved in assaults or motor vehicle accidents.
Dalgleish, Tim   +4 more
core   +1 more source

Nuclei‐Specific Amygdala Enlargement Is Linked to Psychiatric Comorbidities in Drug‐Resistant Focal Epilepsy

open access: yesAnnals of Clinical and Translational Neurology, EarlyView.
ABSTRACT Objective Amygdala enlargement has been the subject of controversial studies regarding its significance in terms of pathogenicity both in epilepsy and in psychiatric comorbidities such as anxiety, depression, and post‐traumatic stress disorder.
Hélène Mourre   +15 more
wiley   +1 more source

Identifying individuals with undiagnosed post-traumatic stress disorder in a large United States civilian population – a machine learning approach

open access: yesBMC Psychiatry, 2022
Background The proportion of patients with post-traumatic stress disorder (PTSD) that remain undiagnosed may be substantial. Without an accurate diagnosis, these patients may lack PTSD-targeted treatments and experience adverse health outcomes.
Patrick Gagnon-Sanschagrin   +8 more
doaj   +1 more source

EMDR therapy for PTSD after motor vehicle accidents: meta-analytic evidence for specific treatment [PDF]

open access: yes, 2015
Motor vehicle accident (MVA) victims may suffer both acute and post-traumatic stress disorders (PTSD). With PTSD affecting social, interpersonal and occupational functioning, clinicians as well as the National Institute of Health are very interested in ...
Boccia, Maddalena   +4 more
core   +1 more source

LAXARY: A Trustworthy Explainable Twitter Analysis Model for Post-Traumatic Stress Disorder Assessment [PDF]

open access: yesIEEE INTERNATIONAL CONFERENCE ON SMART COMPUTING (SMARTCOMP 2020), 2020
Veteran mental health is a significant national problem as large number of veterans are returning from the recent war in Iraq and continued military presence in Afghanistan. While significant existing works have investigated twitter posts-based Post Traumatic Stress Disorder (PTSD) assessment using blackbox machine learning techniques, these frameworks
arxiv  

Neural‐Network Potential for Defect Formation Induced by Knock‐On Irradiation Damage in 4H‐SiC

open access: yesAdvanced Electronic Materials, EarlyView.
This study constructed an efficient neural network potential (NNP) for simulating the irradiation damage in 4H‐SiC with accuracy at first‐principles level. Using this NNP, the directional dependence of the threshold displacement energies (TDE) is determined based on high‐throughput calculations, and the calculated minimal TDE agrees with experiments ...
Wei Liu   +4 more
wiley   +1 more source

Circulating biomarkers and neuroanatomical brain structures differ in older adults with and without post-traumatic stress disorder

open access: yesScientific Reports
The aim of this study was to advance post-traumatic stress disorder (PTSD) understanding in older adults (48–77 years) by determining if circulating cytokines (IL-1β, IL-2, IL-4, IL-6, IL-12p70, IL17A and TNFα), brain-derived neurotrophic factor (BDNF ...
Bonnie L. Quigley   +12 more
doaj   +1 more source

Comparing written exposure therapy to Prolonged Exposure for the treatment of PTSD in a veteran sample: A non-inferiority randomized design

open access: yesContemporary Clinical Trials Communications, 2021
Posttraumatic stress disorder (PTSD) is highly prevalent among veterans. Although there are effective treatment approaches for PTSD, such as Prolonged Exposure (PE) and Cognitive Processing Therapy, many providers trained in these approaches do not use ...
Denise M. Sloan   +4 more
doaj  

Home - About - Disclaimer - Privacy