Implementation of support vector machines to classify abnormal neuronal response during emotion regulation at an individual level in patients with newly diagnosed bipolar disorder – and its association with subsequent functional changes and mood episodes

Psychol Med. 2025 Nov 11;55:e338. doi: 10.1017/S0033291725101876. ABSTRACT BACKGROUND: In this study, a classifier (hyperplane) is determined to distinguish the neural responses during emotion regulation versus viewing images in healthy adults and then applied to...