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An Overview, Challenges, and Future Directions - SAMSI

An Overview, Challenges, and Future Directions - SAMSI

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Experiments Models Connectivity Prediction Summary<br />

Summary<br />

Statistical methods play important roles in the analysis of<br />

neuroimaging data<br />

identify biomarkers of disease <strong>and</strong> treatment response.<br />

detect disease- or treatment-related alterations in brain function<br />

determine brain networks<br />

Multimodal analyses may yield more accurate <strong>and</strong> robust results than<br />

single genetic, imaging, biological, or clinical markers.<br />

Leveraging available information in the data (e.g. borrowing strength<br />

across brain areas) may yield more precise estimates.<br />

F. D. Bowman (Emory University) <strong>SAMSI</strong>: NDA RTP, NC 76 / 77

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