Calhoun Lab

Georgia State University

PSYCHOLOGY

Atlanta · United States

NIH-funded
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Research focus

NIH R01 · 2025

Multivariate methods for identifying multitask/multimodal brain imaging biomarkers

Project Summary/Abstract The brain is extremely complex, as we know, and involves a complicated interplay between functional infor- mation interacting with a structural (but not static) substrate. Brain imaging technology provides a way to sample various aspects of the brain albeit incompletely, providing a rich set of multitask and multimodal information. The field has advanced significantly in its approach to multimodal data, as there are more studies correlating, e.g., functional and structural measures. However, the vast majority of studies still ignore the joint information among two or more modalities or tasks. Such information is critical to consider as each brain imaging modality…

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