[HTML][HTML] Neonatal morphometric similarity mapping for predicting brain age and characterizing neuroanatomic variation associated with preterm birth
… The aim is to obtain a multidimensional description of the … As our goal was not to report
NODDI values for the different … a whole-brain description of a developmental pattern. By using …
NODDI values for the different … a whole-brain description of a developmental pattern. By using …
Shape matters: morphological metrics of glioblastoma imaging abnormalities as biomarkers of prognosis
… , we are displaying the site without styles and JavaScript. … We chose to run two separate
multivariate CPH models, one … age, there are additional insights to be found in the morphology. …
multivariate CPH models, one … age, there are additional insights to be found in the morphology. …
Traces of trauma: a multivariate pattern analysis of childhood trauma, brain structure, and clinical phenotypes
… conceptualization and heterogeneous effects on brain morphology might demand … suggest
distinct multilayered associations between partially age- and sex-dependent patterns of CT, …
distinct multilayered associations between partially age- and sex-dependent patterns of CT, …
Multivariate analysis reveals shared genetic architecture of brain morphology and human behavior
… , we are displaying the site without styles and JavaScript. … We find four genetically distinct
clusters in the brain that are … traits may also improve the predictive power of genetic models 60 . …
clusters in the brain that are … traits may also improve the predictive power of genetic models 60 . …
Reproducible grey matter patterns index a multivariate, global alteration of brain structure in schizophrenia and bipolar disorder
… 1, Supplementary Tables 3 and 4, ICV was added as a predictor to each feature set). Machine
… While this study explores the impact of different pre-processing strategies on machine …
… While this study explores the impact of different pre-processing strategies on machine …
Distinct regionalization patterns of cortical morphology are associated with cognitive performance across different domains
… In the current study, we used a multivariate analysis to … and cognition and compare this with
the predictive power of … Nevertheless, the regionalization of CSA predicted additional unique …
the predictive power of … Nevertheless, the regionalization of CSA predicted additional unique …
[HTML][HTML] Beyond “sex prediction”: Estimating and interpreting multivariate sex differences and similarities in the brain
C Sanchis-Segura, N Aguirre, ÁJ Cruz-Gómez, S Félix… - Neuroimage, 2022 - Elsevier
… Additional estimates of the multivariate sex differences in … them share a single and distinctive
pattern of brain features). … brain areas in predicting the PCAM scores yielded by distinct …
pattern of brain features). … brain areas in predicting the PCAM scores yielded by distinct …
Morphologic features on MR imaging classify multifocal glioblastomas in different prognostic groups
J Pérez-Beteta, D Molina-García… - American Journal …, 2019 - Am Soc Neuroradiology
… used different methodologies to find prognostic morphologic … added to patient's age to
develop pretreatment multivariate … The multivariate models constructed in this article for MGBMs …
develop pretreatment multivariate … The multivariate models constructed in this article for MGBMs …
Extensive evaluation of morphological statistical harmonization for brain age prediction
… three different harmonization techniques on the Autism Brain … if a variable does not have
predictive value for the response, … a multivariate approach to characterize covariation patterns …
predictive value for the response, … a multivariate approach to characterize covariation patterns …
Multimodal imaging improves brain age prediction and reveals distinct abnormalities in patients with psychiatric and neurological disorders
… These findings indicate that multidimensional neuroimaging … , various brain imaging modalities
reveal unique patterns and … set in order to retain predictive power at older ages. Cortical …
reveal unique patterns and … set in order to retain predictive power at older ages. Cortical …