Article

Uncovering functional connectivity patterns predictive of cognition in youth using interpretable predictive modeling

2025-03-10

Abstract excerpt

Functional MRI studies have identified functional connectivity (FC) patterns associated with behavioral traits using whole-brain or region-wise predictive models. However, whole-brain approaches often suffer from limited generalizability and interpretability due to the high-dimensionality of FC data. Conversely, region-wise models inherently isolate predictions, ineffective for characterizing contributions of the...

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Literature Corpus work: 90f8081d-edd2-5d1b-82e6-1e73a14ce083
DOI: 10.1101/2025.03.09.642155

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