Translating promise into practice : a review of machine learning in suicide research and prevention

In ever more pressured health-care systems, technological solutions offering scalability of care and better resource targeting are appealing. Research on machine learning as a technique for identifying individuals at risk of suicidal ideation, suicide attempts, and death has grown rapidly. This research often places great emphasis on the promise of machine learning for preventing suicide, but overlooks the practical, clinical implementation issues that might preclude delivering on such a promise.

Impact on routine psychiatric diagnostic practice from implementing the DSM-5 cultural formulation interview : a pragmatic RCT in Sweden

Background

Culture and social context affect the expression and interpretation of symptoms of distress, raising challenges for transcultural psychiatric diagnostics. This increases the risk that mental disorders among migrants and ethnic minorities are undetected, diagnosed late or misdiagnosed. We investigated whether adding a culturally sensitive tool, the DSM-5 core Cultural Formulation Interview (CFI), to routine diagnostic procedures impacts the psychiatric diagnostic process.

 

 

Method

Registered psychiatric service use, self-harm and suicides of children and young people aged 0–24 before and during the COVID-19 pandemic : a systematic review

Background
The COVID-19 pandemic has impacted on psychiatric symptoms of children and young people, but many psychiatric services have been disrupted. It is unclear how service use, self-harm and suicide has changed since the pandemic started. To gain timely information, this systematic review focused on studies based on administrative data that compared psychiatric service use, self-harm and suicide before and during the pandemic among children and young people.

 

Intergenerational Transmission of Posttraumatic Stress Disorder in Australian Vietnam Veterans’ Daughters and Sons : The Effect of Family Emotional Climate While Growing Up

Posttraumatic stress disorder (PTSD) in military veterans increases the risk of PTSD in their offspring, a concept known as “intergenerational transmission;” however, the mechanism by which this transmission may occur is, as yet, undetermined.

 

NO PEACE OF MIND : The looming mental health crisis for the children of Ukraine

This report warns that, because of the conflict in Ukraine, millions of children are likely to suffer from mental health impacts now and into the future. World Vision is concerned that the war is subjecting children to constant fear and hopelessness, increasing their immediate stress responses and increasing their risk for specific mental disorders such as PTSD, depression, and anxiety.

The Redesign and Validation of Multimodal Motion-Assisted Memory Desensitization and Reconsolidation Hardware and Software : Mixed Methods, Modified Delphi–Based Validation Study

Background: In recent years, the delivery of evidence-based therapies targeting posttraumatic stress disorder (PTSD) has been the focus of the Departments of Defense in countries such as Canada, the Netherlands, and the United States. More than 66% of military members continue to experience symptoms of PTSD that significantly impact their daily functioning and quality of life

Moral Injury in Trauma-Exposed, Treatment-Seeking Police Officers and Military Veterans : Latent Class Analysis

Exposure to morally injurious events may have a severe, prolonged negative impact on psychosocial functioning, known as moral injury (MI). Research into the prevalence of MI has mostly focused on event exposure rather than on psychosocial impact. Also, the relationship between MI and post-traumatic stress disorder (PTSD) remains a matter of interest.

 

Pages