… These methods have been applied to psychiatric populations … In their simplest form, these
approaches stratify populations by … of split-sample methods or a single subsample split of the …

… (“splitting”), whereas others believe in continua without clear boundaries (“lumping”). This
focus on the similarities and the differences between neurology and psychiatry illustrates the …

… -driven computational approaches to psychiatric illness are … review as here it will not be
possible to review all the work. … of these approaches are beyond the scope of this review, and …

… mental disorders at the intersection of the three approaches. … In a separate line of inquiry,
analyses of common mental … Theory building and testing are required to move beyond the …

… of computational methods as applied to psychiatric illness. In … translate directly to risk
stratification and treatment response … of theory-based approaches extends well beyond their direct …

… developed to provide additional information beyond what can be learned from case–control
modeling approaches (see ‘… Therefore, we stratify the train–test split using the site variable. …

… They used this approach to cluster a sample of 134 subjects including both patients and
controls and selected the ​view with the greatest Cohen's D coefficient when separating cases …

… knowledge of mental diseases is an accurate definition of the separate disease processes.
… Evidence for selective, disorder-specific targeting of neural systems beyond such …

… review the different computational approaches and their respective data sources that have
been used in academic research. Rather than present a systematic literature review, … to split …

… approaches in their study, here we will only discuss their unsupervised clustering, which
implicated two separate … further data-driven stratification of psychiatric diseases can help dissect …