Gerard Anmella

A meta-analysis published in The Lancet Psychiatry journal concludes that the most effective way to discontinue antidepressant treatment in people with remitting depression is to gradually reduce the dose in combination with psychological therapy. Furthermore, this strategy proved to be just as effective in preventing relapses into depression as continuing medication. The study was based on data from more than 17,000 adults with depression and anxiety in remission, although the evidence for the latter disorder was not as robust. 

Large language models—artificial intelligence systems based on deep learning—could be useful in detecting mental health risks such as depression and suicide risk in narrative tests of patients undergoing psychiatric treatment. This is one of the conclusions of research published in JAMA Network Open, which also shows the potential of embeddings — a natural language processing technique that converts human language into mathematical vectors — to achieve the same end.