alignment.md

layout	title	header	summary	areas
splash	Alignment	overlay_image https://img.rawpixel.com/s3fs-private/rawpixel_images/website_content/rm22-kwan-050-01.jpg?w=1000&dpr=1&fit=default&crop=default&q=65&vib=3&con=3&usm=15&bg=F4F4F3&ixlib=js-2.2.1&s=09d28452777a704c0093e202fbc01270	excerpt Central to NMIND's mission is the collaborative development, organic dissemination, and widespread adoption of standards in neuroimaging data analysis. Here are the areas we're focusing on:	excerpt ### Coding Standards Promote the adoption of industry standards in academic software, and facilitate code review, collaboration and reuse. excerpt ### Testing Standards Promote reproducibility and efficiency across differing computational environments and use cases. excerpt ### Benchmark Datasets Promote the consistent performance across scanner manufacturers, sequence types, species, and participant demographics. excerpt ### Terminology Standards Promote clear, consistent, and efficient communication both in publications and across data analysis packages. excerpt ### Documentation Promote effective training and faithful adoption of tools in both with and without interaction with developers. excerpt ### Benchmark Performance Evaluations Promote efficiency of tools for common usecases across computing environments and allocated resources.

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