{"categories":[{"label":"Libraries","url":"https://skillfed.io/packages/category/software-development-libraries/7"},{"label":"Scientific/Engineering","url":"https://skillfed.io/packages/category/scientific-engineering/6"},{"label":"Information Analysis","url":"https://skillfed.io/packages/category/scientific-engineering-information-analysis/2"},{"label":"Medical Science Apps.","url":"https://skillfed.io/packages/category/scientific-engineering-medical-science-apps"}],"enrichment":{"capability":"itk-registration provides Python bindings for ITK's image registration algorithms, enabling alignment and correspondence mapping between medical and scientific images.","skillfed_tags":["medical-imaging","image-registration","itk-ecosystem"],"use_cases":["Align CT and MRI scans in medical imaging workflows to fuse diagnostic information","Register pre- and post-operative images to track surgical outcomes","Establish correspondence between time-series medical images for longitudinal analysis","Align microscopy or scientific imaging data for multi-modal analysis","Develop custom registration pipelines by combining ITK registration with filtering and segmentation"],"what_it_does":"itk-registration is a Python module that wraps the Insight Toolkit's registration algorithms, allowing you to align and establish correspondences between medical and scientific images. It is part of the broader ITK ecosystem, which specializes in N-dimensional image processing for medical imaging, research, and scientific applications. The module depends on itk-filtering for image manipulation and provides access to ITK's registration methods through Python.\n\nYou would use this package when you need to align two images\u2014for example, registering a CT scan to an MRI scan to combine diagnostic information, or aligning time-series images in longitudinal studies. It is designed for developers and researchers working with medical imaging, not for end-user applications, and integrates into Python workflows alongside other scientific computing libraries.","worth_installing":"Yes, if you are developing medical imaging or scientific image analysis applications in Python and need registration capabilities. The package is actively maintained, has no known vulnerabilities, and is licensed permissively. Medium install friction is typical for compiled scientific packages and should not be a barrier. Not recommended if you need only basic image alignment\u2014evaluate whether ITK's scope matches your use case first."},"id":"itk-registration","links":{"html":"https://skillfed.io/packages/itk-registration","md":"https://skillfed.io/packages/itk-registration.md","pypi":"https://pypi.org/project/itk-registration/"},"maintenance":{"status":"active"},"meta":{"latest_release":"2026-08-07","license_spdx":null,"license_treatment":"permissive","name":"itk-registration","python_support":"supports_current","summary":"ITK is an open-source toolkit for multidimensional image analysis"},"popularity":{"monthly_downloads":211858,"position":9470,"tier":"top_15000"},"security":{"n_vulnerabilities":0},"version":"5.4.7"}