{"categories":[{"label":"Libraries","url":"https://skillfed.io/packages/category/software-development-libraries/7"},{"label":"Scientific/Engineering","url":"https://skillfed.io/packages/category/scientific-engineering/5"},{"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-numerics provides Python bindings for ITK's N-dimensional image processing, segmentation, and registration algorithms, focusing on the numerical computation core.","skillfed_tags":["medical-imaging","image-processing","scientific-computing"],"use_cases":["Segment organs or lesions from medical imaging data (CT, MRI) for diagnostic or surgical planning","Register and align multiple medical images to combine information from different modalities or time points","Apply N-dimensional filtering, morphological operations, and transformations to scientific image data","Build reproducible image analysis pipelines for research or clinical decision support systems","Integrate ITK's numerical algorithms into Python-based medical imaging workflows"],"what_it_does":"itk-numerics is a Python package that exposes ITK's core numerical image processing capabilities. ITK (Insight Toolkit) is an open-source, cross-platform toolkit designed for N-dimensional scientific image processing, segmentation, and registration\u2014tasks common in medical imaging and research. The package depends on itk-core and provides pre-built binary wheels for rapid installation across major platforms and architectures.\n\nTypically used in medical image analysis workflows where you need to segment anatomical structures from CT or MRI scans, align multiple imaging modalities, or apply numerical transformations to volumetric data. The toolkit is actively maintained by the Insight Software Consortium under NumFOCUS sponsorship, with a long history of use in research and clinical applications.","worth_installing":"Yes, if you need ITK's image processing and segmentation capabilities in Python. The package is actively maintained, permissively licensed, has no known vulnerabilities, and offers pre-built wheels for easy installation. Medium install friction is typical for compiled numerical libraries. Verify whether itk-numerics provides the specific algorithms you need versus installing the broader itk package."},"id":"itk-numerics","links":{"html":"https://skillfed.io/packages/itk-numerics","md":"https://skillfed.io/packages/itk-numerics.md","pypi":"https://pypi.org/project/itk-numerics/"},"maintenance":{"status":"active"},"meta":{"latest_release":"2026-08-07","license_spdx":null,"license_treatment":"permissive","name":"itk-numerics","python_support":"supports_current","summary":"ITK is an open-source toolkit for multidimensional image analysis"},"popularity":{"monthly_downloads":233090,"position":9048,"tier":"top_15000"},"security":{"n_vulnerabilities":0},"version":"5.4.7"}