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Bipolar disorder is associated with marked clinical and phenotypic heterogeneity, including differences in symptomatology, medical and psychiatric comorbidities, and neurocognitive function.
Depressive predominant polarity is typically defined as having at least two-thirds of lifetime episodes being depressive, whereas manic predominant polarity refers to at least two-thirds of prior episodes being (hypo)manic episodes.
By integrating multiple data modalities this approach may yield information on risk architectures that can be useful for personalized psychiatry.
Multimodal machine learning aims to combine different data types in a single predictive model.
Usually, the first step for individuals with cognitive complaints in most countries is to visit their primary care physicians
Alzheimer’s disease (AD) is a progressive neurodegenerative disease that causes cognitive impairment, neuropsychiatric symptoms, and loss of independence throughout its course.
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