Functional Data Analysis (FDA) is an increasingly central statistical framework that extends conventional data analysis to observations recorded as functions, curves or shapes. This approach ...

Upper panel displays functional MRI (fMRI) maps obtained from the functional connectivity multivariate patterns analysis conducted on dataset 1 and dataset 2. In particular, the average connectivity ...

Obtaining clearer functional MRI data about the brain and its disorders is possible using artificial intelligence, according to Boston College researchers who report in Nature Methods that they have ...

For three decades, functional neuroimaging (fMRI) has been shaping the understanding of the human brain. A major obstacle for fMRI research is that information about brain responses is mixed with ...

Functional data analysis is typically conducted within the L²-Hilbert space framework. There is by now a fully developed statistical toolbox allowing for the principled application of the functional ...

The study, titled “Structural and Functional Pulmonary MRI to Predict Pulmonary Exacerbations in Cystic Fibrosis,” analyzed imaging and clinical data from 106 individuals with CF who were imaged and ...