Skip to main content

An ITK module to compute bone morphometry features and feature maps

Project description

https://github.com/InsightSoftwareConsortium/ITKBoneMorphometry/workflows/Build,%20test,%20package/badge.svg PyPI License

Overview

This is a module for the Insight Toolkit (ITK) that provides filters that quantify bone morphometry from computed tomography (CT) images.

For more information, see the Insight Journal article:

Vimort J., McCormick M., Paniagua B.
Computing Bone Morphometric Feature Maps from 3-Dimensional Images
The Insight Journal. January-December. 2017.
https://hdl.handle.net/10380/3588
https://insight-journal.org/browse/publication/988

Installation

Python

Binary Python packages are available for Linux, macOS, and Windows. They can be installed with:

python -m pip install --upgrade pip
python -m pip install itk-bonemorphometry

License

This software is distributed under the Apache 2.0 license. Please see the LICENSE file for details.

Acknowledgements

This work was supported by the National Institute of Health (NIH) National Institute for Dental and Craniofacial Research (NIDCR) grant R21DE025306 (Textural Biomarkers of Arthritis for the Subchondral Bone in the Temporomandibular Joint) and NIDCR grant R01DE024450 (Quantification of 3D bony Changes in Temporomandibular Joint Osteoarthritis).

Project details


Download files

Download the file for your platform. If you're not sure which to choose, learn more about installing packages.

Source Distributions

No source distribution files available for this release.See tutorial on generating distribution archives.

Built Distributions

itk_bonemorphometry-1.5.1-cp311-abi3-win_amd64.whl (739.6 kB view details)

Uploaded CPython 3.11+Windows x86-64

itk_bonemorphometry-1.5.1-cp311-abi3-manylinux_2_28_x86_64.whl (2.7 MB view details)

Uploaded CPython 3.11+manylinux: glibc 2.28+ x86-64

itk_bonemorphometry-1.5.1-cp311-abi3-manylinux_2_28_aarch64.whl (2.5 MB view details)

Uploaded CPython 3.11+manylinux: glibc 2.28+ ARM64

itk_bonemorphometry-1.5.1-cp311-abi3-manylinux_2_17_x86_64.manylinux2014_x86_64.whl (2.8 MB view details)

Uploaded CPython 3.11+manylinux: glibc 2.17+ x86-64

itk_bonemorphometry-1.5.1-cp311-abi3-macosx_11_0_arm64.whl (856.4 kB view details)

Uploaded CPython 3.11+macOS 11.0+ ARM64

itk_bonemorphometry-1.5.1-cp310-cp310-win_amd64.whl (739.3 kB view details)

Uploaded CPython 3.10Windows x86-64

itk_bonemorphometry-1.5.1-cp310-cp310-manylinux_2_28_x86_64.whl (2.7 MB view details)

Uploaded CPython 3.10manylinux: glibc 2.28+ x86-64

itk_bonemorphometry-1.5.1-cp310-cp310-manylinux_2_28_aarch64.whl (2.5 MB view details)

Uploaded CPython 3.10manylinux: glibc 2.28+ ARM64

itk_bonemorphometry-1.5.1-cp310-cp310-manylinux_2_17_x86_64.manylinux2014_x86_64.whl (2.8 MB view details)

Uploaded CPython 3.10manylinux: glibc 2.17+ x86-64

itk_bonemorphometry-1.5.1-cp310-cp310-macosx_11_0_arm64.whl (820.5 kB view details)

Uploaded CPython 3.10macOS 11.0+ ARM64

itk_bonemorphometry-1.5.1-cp39-cp39-win_amd64.whl (740.1 kB view details)

Uploaded CPython 3.9Windows x86-64

itk_bonemorphometry-1.5.1-cp39-cp39-manylinux_2_28_x86_64.whl (2.7 MB view details)

Uploaded CPython 3.9manylinux: glibc 2.28+ x86-64

itk_bonemorphometry-1.5.1-cp39-cp39-manylinux_2_28_aarch64.whl (2.5 MB view details)

Uploaded CPython 3.9manylinux: glibc 2.28+ ARM64

itk_bonemorphometry-1.5.1-cp39-cp39-manylinux_2_17_x86_64.manylinux2014_x86_64.whl (2.8 MB view details)

Uploaded CPython 3.9manylinux: glibc 2.17+ x86-64

itk_bonemorphometry-1.5.1-cp39-cp39-macosx_11_0_arm64.whl (820.5 kB view details)

Uploaded CPython 3.9macOS 11.0+ ARM64

File details

Details for the file itk_bonemorphometry-1.5.1-cp311-abi3-win_amd64.whl.

File metadata

File hashes

Hashes for itk_bonemorphometry-1.5.1-cp311-abi3-win_amd64.whl
Algorithm Hash digest
SHA256 a90bbb11dd837556688b56d6142cb9e404ec1335c9555287363fcc3e7af03a64
MD5 476573afe052e1114d7cc15fa86f83b8
BLAKE2b-256 0ea729eae6ef4faed0d428c533961dcc9bc60dee5ecf9cc0d95e69b7e5f407fa

See more details on using hashes here.

File details

Details for the file itk_bonemorphometry-1.5.1-cp311-abi3-manylinux_2_28_x86_64.whl.

File metadata

File hashes

Hashes for itk_bonemorphometry-1.5.1-cp311-abi3-manylinux_2_28_x86_64.whl
Algorithm Hash digest
SHA256 9fa16c029269bf0ffcdf2174a800403e56dd9e31e90b7491b0eb01cedbbca132
MD5 91a29425ea5a16bd3b6f243dbfcbe65b
BLAKE2b-256 759418c2d6d3bf0e71d5f6450a3043479bd0790da18e06e11c44d726e10a162d

See more details on using hashes here.

File details

Details for the file itk_bonemorphometry-1.5.1-cp311-abi3-manylinux_2_28_aarch64.whl.

File metadata

File hashes

Hashes for itk_bonemorphometry-1.5.1-cp311-abi3-manylinux_2_28_aarch64.whl
Algorithm Hash digest
SHA256 6ec50fc15b69c07e8aeb5a4b083bf9dcb45ea5c81dade25bb154c8446b7f44ab
MD5 60ba11933249f9c96c4247237f396305
BLAKE2b-256 b2c49d8504023690db3bf12ed9d71c842d63d4a1c2b52eacb5b228725e547348

See more details on using hashes here.

File details

Details for the file itk_bonemorphometry-1.5.1-cp311-abi3-manylinux_2_17_x86_64.manylinux2014_x86_64.whl.

File metadata

File hashes

Hashes for itk_bonemorphometry-1.5.1-cp311-abi3-manylinux_2_17_x86_64.manylinux2014_x86_64.whl
Algorithm Hash digest
SHA256 eb43d80eba637617e52811900136afbd321ca543a30c88675fe4d4b071b206fa
MD5 50e1a121dafb3b9c6dabbcb88236347f
BLAKE2b-256 aefc495ac61094f72b8d7186996373c1e7b89c90c219f82825838f010fb8a9d3

See more details on using hashes here.

File details

Details for the file itk_bonemorphometry-1.5.1-cp311-abi3-macosx_11_0_arm64.whl.

File metadata

File hashes

Hashes for itk_bonemorphometry-1.5.1-cp311-abi3-macosx_11_0_arm64.whl
Algorithm Hash digest
SHA256 faffc5675835896a248657d2f311fc7c32dcb31acd88aaf2808e5e53c87196e8
MD5 7b82f55d28cc5d1e2d57c9f79d70a9ac
BLAKE2b-256 5992315400c90b123b425421ac14c68917c81ea460408a6eb3aed56cebad1067

See more details on using hashes here.

File details

Details for the file itk_bonemorphometry-1.5.1-cp310-cp310-win_amd64.whl.

File metadata

File hashes

Hashes for itk_bonemorphometry-1.5.1-cp310-cp310-win_amd64.whl
Algorithm Hash digest
SHA256 f836c7ae29b6369f06bb079afa92d541e91433c988d03b1d563df1034a29405c
MD5 ecc2b404c8c9d30985595a92b9a3e861
BLAKE2b-256 685287d223be7ad5936eae2b73ed876e5b05562de1944b42601b4d7424a48bd9

See more details on using hashes here.

File details

Details for the file itk_bonemorphometry-1.5.1-cp310-cp310-manylinux_2_28_x86_64.whl.

File metadata

File hashes

Hashes for itk_bonemorphometry-1.5.1-cp310-cp310-manylinux_2_28_x86_64.whl
Algorithm Hash digest
SHA256 cb7e886a5b821d7f2df3caeeff03ecaf9c2cab36428535bc0487ee55a731bf1e
MD5 ecea24b6b4b780b6c707c6ac656edfdb
BLAKE2b-256 374a9e2d767ddbfa59c4f5b7c4005f92686445c3ba1288179943e2f173b21c08

See more details on using hashes here.

File details

Details for the file itk_bonemorphometry-1.5.1-cp310-cp310-manylinux_2_28_aarch64.whl.

File metadata

File hashes

Hashes for itk_bonemorphometry-1.5.1-cp310-cp310-manylinux_2_28_aarch64.whl
Algorithm Hash digest
SHA256 b1aa8f9df1f1fa292299710ba4331175f5e211d9a93f59a081491df9a34f325a
MD5 d2019a00640462e9e9772ee430201c5c
BLAKE2b-256 ee6615f50b71332ea00776f8d0d9ae5de28f415ab957e3c6b1dd097ff2b633e1

See more details on using hashes here.

File details

Details for the file itk_bonemorphometry-1.5.1-cp310-cp310-manylinux_2_17_x86_64.manylinux2014_x86_64.whl.

File metadata

File hashes

Hashes for itk_bonemorphometry-1.5.1-cp310-cp310-manylinux_2_17_x86_64.manylinux2014_x86_64.whl
Algorithm Hash digest
SHA256 ab18c05e76a8ebfacf4af30be390a0c8450ab04e4fa5ee2658b41e2b12f7a0e5
MD5 19d346992bd3e50ce9822450ac49e6be
BLAKE2b-256 39b1c42faaa47b839274281ed721828c03c62e01adb73a3a0577586c3d97e5fe

See more details on using hashes here.

File details

Details for the file itk_bonemorphometry-1.5.1-cp310-cp310-macosx_11_0_arm64.whl.

File metadata

File hashes

Hashes for itk_bonemorphometry-1.5.1-cp310-cp310-macosx_11_0_arm64.whl
Algorithm Hash digest
SHA256 d0da020a30680beace27a187b36903a69c33e80b331ac5c751cf01e4d6c2cab6
MD5 27f575c72ecb02437e7c074153b2425b
BLAKE2b-256 69e682f11e178d9422ff8ac03419b2f57c79c2ac7e366ada4b29ec7a735a2850

See more details on using hashes here.

File details

Details for the file itk_bonemorphometry-1.5.1-cp39-cp39-win_amd64.whl.

File metadata

File hashes

Hashes for itk_bonemorphometry-1.5.1-cp39-cp39-win_amd64.whl
Algorithm Hash digest
SHA256 6eb5155df3761e2acd21bc4053c8ad527a9291299c9a8b1b946ab21ae0b4041f
MD5 e54b292438be60786f4b8e1361346c91
BLAKE2b-256 d6fd550868e5b01e9f036ab8aa1a2dbabf24c63767f66f68caa3f8361c6f1a08

See more details on using hashes here.

File details

Details for the file itk_bonemorphometry-1.5.1-cp39-cp39-manylinux_2_28_x86_64.whl.

File metadata

File hashes

Hashes for itk_bonemorphometry-1.5.1-cp39-cp39-manylinux_2_28_x86_64.whl
Algorithm Hash digest
SHA256 661741d184f670a6dea9ecd59605d20ce89a4193b0a5deaabccfc85254cc918a
MD5 5af8349a3bd475911d5e1fec71f2ad7e
BLAKE2b-256 d382dd370f4d8f67c282136b6b4f8a00d2de254b374d290bc92cafc27b6b1db1

See more details on using hashes here.

File details

Details for the file itk_bonemorphometry-1.5.1-cp39-cp39-manylinux_2_28_aarch64.whl.

File metadata

File hashes

Hashes for itk_bonemorphometry-1.5.1-cp39-cp39-manylinux_2_28_aarch64.whl
Algorithm Hash digest
SHA256 aca91fa0541166cc024ec2e5d4c2134e922cbfa02d2ec9f5fca23d821865c6dc
MD5 358393530382a3cba7813965772a6798
BLAKE2b-256 acdfbfa994800f6eafbe6d482e938c401a744065c4494f9152b79b3345ac1002

See more details on using hashes here.

File details

Details for the file itk_bonemorphometry-1.5.1-cp39-cp39-manylinux_2_17_x86_64.manylinux2014_x86_64.whl.

File metadata

File hashes

Hashes for itk_bonemorphometry-1.5.1-cp39-cp39-manylinux_2_17_x86_64.manylinux2014_x86_64.whl
Algorithm Hash digest
SHA256 e7337474827a00675ff6ea8747342a3e2ad25bbc3afe7f8c98f4c812929933aa
MD5 5622629acc60ec988c7cada638a322df
BLAKE2b-256 4fd9b14ec8c450457971a6cedc19e5d72a47ca5c0ea4156d232900797c521a45

See more details on using hashes here.

File details

Details for the file itk_bonemorphometry-1.5.1-cp39-cp39-macosx_11_0_arm64.whl.

File metadata

File hashes

Hashes for itk_bonemorphometry-1.5.1-cp39-cp39-macosx_11_0_arm64.whl
Algorithm Hash digest
SHA256 45c04c605b414b7a134c2faf32fdc0b9ec85033b0267aadb7778a8b19dc90fdf
MD5 43f901a057b292963f40906c92cf834d
BLAKE2b-256 b8d88019f845f9f6f55110f770779b3563dca8151c0e5c7c8b320f528c0f98f9

See more details on using hashes here.

Supported by

AWS Cloud computing and Security Sponsor Datadog Monitoring Fastly CDN Google Download Analytics Pingdom Monitoring Sentry Error logging StatusPage Status page