Classification and discrimination of emotion dysregulation disorders using machine learning

Attention-deficit/hyperactivity (ADHD), bipolar (BD) and borderline personality (BPD) disorders are severe psychiatric illnesses often presenting with overlapping emotion dysregulation symptoms. To date, it is unknown whether these disorders share a continuum on emotion dysregulation. To address this, we employed machine learning (ML) algorithms on psychological and environmental features from 232 adults to predict and discriminate these disorders. We recruited 92 patients diagnosed with either…

via https://pubmed.ncbi.nlm.nih.gov/41621448/?utm_source=Other&utm_medium=rss&utm_campaign=None&utm_content=1HYeX0emtvYgH07Wkz0a8n9otrdMd-JIklc_uo0I5vh1u9WMEy&fc=None&ff=20260202010806&v=2.18.0.post22+67771e2


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