Volta

Cortical thickness in brain imaging studies using FreeSurfer and CAT12: A matter of reproducibility

Unknown authors · 2022
hash_id: d911bf9b40f23df63ed7ae75e2b826eeb18db21efdcef3250d8d83406c6b1536 · DOI: 10.1016/j.ynirp.2022.100137

A reproducibility crisis has been reported across many research fields, including neuroimaging, reaching up to 70% of studies. Neuroimaging data, such as magnetic resonance imaging (MRI), requires pre-processing to allow for inter-subject comparison, increase signal contrast and noise reduction. As manual MRI pre-processing is time consuming and requires expertise, multiple automatic pre-processing frameworks have been proposed. However, neuroimaging studies often report divergent results, even for similar populations, thus it is important to determine whether this occurs as a result of different processing tools. Two of the most used tools are FreeSurfer and the Computational Anatomy Toolbox (CAT12). In this study we assessed the reproducibility between these two automatic pre-processing frameworks for structural MRI and test-retest reliability within framework on estimation …

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Brain Development primary