Brain mapping tools comparison4/14/2023 neuromaps combines open-access data with transparent functionality for standardizing and comparing brain maps, providing a systematic workflow for comprehensive structural and functional annotation enrichment analysis of the human brain. Robust quantitative assessment of map-to-map similarity is enabled via a suite of spatial autocorrelation-preserving null models. The toolbox includes curated reference maps and biological ontologies of the human brain, such as molecular, microstructural, electrophysiological, developmental and functional ontologies. We implement functionalities for generating high-quality transformations between four standard coordinate systems. Here we introduce neuromaps, a toolbox for accessing, transforming and analyzing structural and functional brain annotations. Although recent data sharing initiatives increase the accessibility of brain maps, data are often shared in disparate coordinate systems, precluding systematic and accurate comparisons. Comparing experimentally generated maps to these reference maps facilitates cross-disciplinary scientific discovery. Imaging technologies are increasingly used to generate high-resolution reference maps of brain structure and function.
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