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Background The great economic and social changes have resulted in the prevalence of mental disorder increasing year by year in China. Mental health medical service resources of China are significantly insufficient.
Huan Wang+4 more
doaj +1 more source
An empirical comparison of machine learning models for student's mental health illness assessment [PDF]
Student's mental health problems have been explored previously in higher education literature in various contexts including empirical work involving quantitative and qualitative methods. Nevertheless, comparatively few research could be found, aiming for computational methods that learn information directly from data without relying on set parameters ...
arxiv +1 more source
Statistical Analysis in Genetic Studies of Mental Illnesses [PDF]
Identifying the risk factors for mental illnesses is of significant public health importance. Diagnosis, stigma associated with mental illnesses, comorbidity, and complex etiologies, among others, make it very challenging to study mental disorders. Genetic studies of mental illnesses date back at least a century ago, beginning with descriptive studies ...
arxiv +1 more source
Background To date, knowledge is limited regarding time-dependent suicide risk in the years following return from deployment and whether such rates vary by military rank (i.e., enlisted, officer) or component (i.e., active duty, National Guard, reserve).
Rachel Sayko Adams+7 more
doaj +1 more source
Noradrenergic neurons in the locus coeruleus (LC) are significantly reduced in Parkinson’s disease (PD) and the LC exhibits neuropathological changes early in the disease process.
Patricia eSzot+7 more
doaj +1 more source
Suicide risk following a new cancer diagnosis among Veterans in Veterans Health Administration care
Background Cancer diagnoses are associated with an increased risk for suicide. The aim of this study was to evaluate this association among Veterans receiving Veterans Health Administration (VHA) care, a population that has an especially high suicide ...
Kallisse R. Dent+4 more
doaj +1 more source
BackgroundPost-traumatic stress disorder (PTSD) is a prevalent, debilitating, and costly psychiatric disorder. Evidenced-based psychotherapies, including Cognitive Processing Therapy (CPT), are effective in treating PTSD, although a fair proportion of ...
David P. Cenkner+8 more
doaj +1 more source
Mental Health and Sensing [PDF]
Mental health is a global epidemic, affecting close to half a billion people worldwide. Chronic shortage of resources hamper detection and recovery of affected people. Effective sensing technologies can help fight the epidemic through early detection, prediction, and resulting proper treatment.
arxiv +1 more source
Technology in Association With Mental Health: Meta-ethnography [PDF]
This research paper presents a meta-analysis of the multifaceted role of technology in mental health. The pervasive influence of technology on daily lives necessitates a deep understanding of its impact on mental health services. This study synthesizes literature covering Behavioral Intervention Technologies (BITs), digital mental health interventions ...
arxiv
The Users Aren't Alright: Dangerous Mental Illness Behaviors and Recommendations [PDF]
In this paper, we argue that recommendation systems are in a unique position to propagate dangerous and cruel behaviors to people with mental illnesses.
arxiv