Publicações científicas

Neuron-glia Interaction as a Possible Pathophysiological Mechanism of Bipolar Disorder.

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Machine learning and big data analytics in bipolar disorder: A position paper from the International Society for Bipolar Disorders Big Data Task Force.

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The impact of machine learning techniques in the study of bipolar disorder: A systematic review.

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Differential biomarker signatures in unipolar and bipolar depression: A machine learning approach.

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Bullying and psychotic symptoms in youth with bipolar disorder.

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Neuroprogression and illness trajectories in bipolar disorder.

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Clinical differences between patients with pediatric bipolar disorder with and without a parental history of bipolar disorder.

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Risk factors for suicidality in patients with panic disorder: A systematic review and meta-analysis.

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Prediction of depression cases, incidence, and chronicity in a large occupational cohort using machine learning techniques: an analysis of the ELSA-Brasil study.

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The Early Burden of Disability in Individuals With Mood and Other Common Mental Disorders in Ontario, Canada.

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Structural and Functional Brain Correlates of Neuroprogression in Bipolar Disorder.

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Potential use of text classification tools as signatures of suicidal behavior: A proof-of-concept study using Virginia Woolf's personal writings.

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Ethics in the Era of Big Data: Big Data Analytics in Mental Health

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Accelerated aging signatures in subjects with schizophrenia and their unaffected siblings