Background Deaths by suicide remain a major public health challenge worldwide.
Identifying and targeting risk factors for suicide mortality is a potential approach to …

Synthesizing evidence to examine changes in suicide-related outcomes before and during
the pandemic can inform suicide management during the COVID-19 crisis. We searched 13 …

Background ChatGPT, a linguistic artificial intelligence (AI) model engineered by OpenAI,
offers prospective contributions to mental health professionals. Although having significant …

Suicide is the second leading cause of death among high school-aged youths 14–18 years
after unintentional injuries. This report summarizes data regarding suicidal ideation (ie …

COVID-19, and efforts to mitigate its spread, are creating extensive mental health problems.
Experts have speculated the mental, economic, behavioral, and psychosocial problems …

Although recent years have seen large decreases in the overall global rate of suicide
fatalities, this trend is not reflected everywhere. Suicide and suicidal behaviour continue to …

Background Suicide and suicidal behaviour are global health concerns with complex
aetiologies. Given the recent research and policy focus on loneliness, this systematic review …

Federated learning is a method of training models on private data distributed over multiple
devices. To keep device data private, the global model is trained by only communicating …

Bipolar disorders (BDs) are recurrent and sometimes chronic disorders of mood that affect
around 2% of the world's population and encompass a spectrum between severe elevated …

The use of artificial intelligence, and the deep-learning subtype in particular, has been
enabled by the use of labeled big data, along with markedly enhanced computing power …