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Smri

Can brain structure and Thyroid Stimulating Hormone levels predict cognitive performance? Prediction models and SHAP-based variable contribution analyses?

Thyroid hormone levels potentially impact cortical structures and cognitive performance. This project aims to investigate if TSH levels and cortical structure can predict cognitive performance for executive function, attention, and working memory using Elastic Net Regression.

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Increasing Accessibility of BrainAGE Open Access Calculators

This project aims to increase the accessibility and reproducibility of open-access BrainAGE calculators. We developed RMarkdown documents designed to help standardize diverse structural MRI outputs into the specific formats required by different BrainAGE calculators. By simplifying these complex input requirements and centralizing these tools in a public GitHub repository, our work helps reduce technical barriers, enabling more researchers to easily leverage BrainAGE models in their neuroimaging studies and promote broader scientific use.

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