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4. Predicting unipolar and bipolar depression using inflammatory markers, neuroimaging and neuropsychological data: a machine learning study

10. Functional neuroimaging for the differentiation between healthy controls, depressed bipolar and major depressive patients: a machine learning study

11. Combining clinical data, genetics, and adverse childhood experiences for suicidality prediction in mood disorders: a machine learning approach

29. Early adolescent friendships aid affective and neural responses to social inclusion and exclusion in young adults

31. Not understanding others. The RdoC approach to Theory of mind and empathy deficits in Schizophrenia, Borderline Personality Disorder and Mood Disorders

32. P.253 Immunoassay quantification and neuroimaging data for differentiating bipolar and unipolar depression: support vector machine on kernels and elastic net approaches

33. P.141 Topological data analysis for genetic-driven stratification of patients with major depressive disorder

44. Fronto-limbic disconnection in bipolar disorder

45. Fronto-limbic disconnection in bipolar disorder

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