Global ETD Search
Search theses and dissertations gathered from participating repositories worldwide. Every result links back to the library that holds it. No account is needed.
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Showing 1 to 2 of 2 for “"High-dimensional neuroimaging"”.
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Bayesian Tensor Modeling of High-Dimensional Neuroimaging Data
Neuroimaging has played a pivotal role in advancing the understanding of neurological and psychiatric conditions by providing comprehensive insights into structural and functional brain changes. Techniques such as magnetic resonance imaging (MRI), positron emission tomography (PET), and diffusion …
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STATISTICAL METHODS FOR ANALYSIS OF HIGH-DIMENSIONAL NEUROIMAGING DATA
The increasing accessibility of neuroimaging data promises new insights into the human brain. However, the complexity of neuroimaging data poses significant challenges. This dissertation develops statistical tools to capture neuroimaging patterns and address these challenges. First, we propose an …