Skip to main content

plate-rod-thinning

plate-rod-thinning provides topology-preserving trabecular bone plate/rod thinning and morphometry for HR-pQCT-style binary masks.

The package ports the original MATLAB plate/rod workflow into Python while keeping the core algorithm outside the Slicer Bone Imaging Toolbox. It produces 1-voxel skeleton topology labels, full-thickness plate/rod/junction labels, individual full-thickness component labels, and summary morphometry metrics.

Install

python -m pip install plate-rod-thinning

Prebuilt macOS wheels include the compiled C backend when available. The package also has a Python fallback, and on Apple platforms the Metal skeletonizer can be enabled with:

export PLATE_ROD_USE_METAL_FULL=1

Citation

If you use the plate/rod network connectivity or morphometry workflow, please cite:

Walle M, Yeritsyan D, Abbasian M, Oftadeh R, Müller R, Nazarian A. A graph model to describe the network connectivity of trabecular plates and rods. Front Bioeng Biotechnol. 2024 May 6;12:1384280. doi: 10.3389/fbioe.2024.1384280. PMID: 38770275; PMCID: PMC11103010.

Development

The compiled extension is opt-in for local source builds:

PLATE_ROD_BUILD_EXT=1 python -m pip install .
python -m pytest -q

Metadata

Release files for plate-rod-thinning 0.1.2

For a detailed explanation of source distributions (sdists) and built distributions (wheels), please see the package formats documentation.

Source distribution (sdist)

Source distribution for plate-rod-thinning 0.1.2
File Size Uploaded
plate_rod_thinning-0.1.2.tar.gz 47.5 kB Details

Built distributions (wheels)

Table of built distributions (wheels) for plate-rod-thinning 0.1.2
File
plate_rod_thinning-0.1.2-cp313-cp313-macosx_11_0_arm64.whl CPython 3.13 CPython 3.13 macOS 11.0+ ARM64 Details
plate_rod_thinning-0.1.2-cp313-cp313-macosx_10_13_x86_64.whl CPython 3.13 CPython 3.13 macOS 10.13+ x86-64 Details
plate_rod_thinning-0.1.2-cp312-cp312-macosx_11_0_arm64.whl CPython 3.12 CPython 3.12 macOS 11.0+ ARM64 Details
plate_rod_thinning-0.1.2-cp312-cp312-macosx_10_13_x86_64.whl CPython 3.12 CPython 3.12 macOS 10.13+ x86-64 Details

Total release size: 284.3 kB

Release files / plate_rod_thinning-0.1.2.tar.gz

Download URL plate_rod_thinning-0.1.2.tar.gz
Size 47.5 kB
Tags Source
SHA-256 checksum
How to use checksums
5a36483f356f9da239972e32bb67ffc1f75706cbbb5b998d0d145a147e21a5ac
BLAKE2b-256 checksum
How to use checksums
e8924bfca432107391feac7019e945d2576b1e281bed1f5a9d821db912fcae3a
Upload date
Uploaded using Trusted Publishing?
What is trusted publishing?
Yes
Uploaded via twine/7.0.0 CPython/3.13.14

Provenance

Provenance describes where a file came from. On PyPI, provenance is shared via attestations, which provide a verifiable record of the build or publishing details. View details, limitations and caveats.

PyPI Publish Attestation

PyPI verified that this artifact, at this checksum, originated from the publisher listed below.

Signed by GitHub Actions, verified by PyPI on Aug 29, 2026.

Transparency log

Release files / plate_rod_thinning-0.1.2-cp313-cp313-macosx_11_0_arm64.whl

Download URL plate_rod_thinning-0.1.2-cp313-cp313-macosx_11_0_arm64.whl
Size 58.6 kB
Tags CPython 3.13 macOS 11.0+ ARM64
SHA-256 checksum
How to use checksums
67c256f599b797d0547de8410963b987cacca0b2e33f9222066eece37e843ff0
BLAKE2b-256 checksum
How to use checksums
e56ac618b126e0cb3d0ec74d04cd5fb315dfc8a1be6d89c277b21ef6589420b8
Upload date
Uploaded using Trusted Publishing?
What is trusted publishing?
Yes
Uploaded via twine/7.0.0 CPython/3.13.14

Provenance

Provenance describes where a file came from. On PyPI, provenance is shared via attestations, which provide a verifiable record of the build or publishing details. View details, limitations and caveats.

PyPI Publish Attestation

PyPI verified that this artifact, at this checksum, originated from the publisher listed below.

Signed by GitHub Actions, verified by PyPI on Aug 29, 2026.

Transparency log

Release files / plate_rod_thinning-0.1.2-cp313-cp313-macosx_10_13_x86_64.whl

Download URL plate_rod_thinning-0.1.2-cp313-cp313-macosx_10_13_x86_64.whl
Size 59.8 kB
Tags CPython 3.13 macOS 10.13+ x86-64
SHA-256 checksum
How to use checksums
273ce7480f04e7c067362dfd42104f0c091d28ac31fd56d95a0ba389d77b004d
BLAKE2b-256 checksum
How to use checksums
6e4ef91f17a1d719a8e46b675116ea340d23674da40b598c4e917cbcc5c477b1
Upload date
Uploaded using Trusted Publishing?
What is trusted publishing?
Yes
Uploaded via twine/7.0.0 CPython/3.13.14

Provenance

Provenance describes where a file came from. On PyPI, provenance is shared via attestations, which provide a verifiable record of the build or publishing details. View details, limitations and caveats.

PyPI Publish Attestation

PyPI verified that this artifact, at this checksum, originated from the publisher listed below.

Signed by GitHub Actions, verified by PyPI on Aug 29, 2026.

Transparency log

Release files / plate_rod_thinning-0.1.2-cp312-cp312-macosx_11_0_arm64.whl

Download URL plate_rod_thinning-0.1.2-cp312-cp312-macosx_11_0_arm64.whl
Size 58.6 kB
Tags CPython 3.12 macOS 11.0+ ARM64
SHA-256 checksum
How to use checksums
541a4e10c2568c65593c350cd12a0194c83a52879cd88fd11915b9c9937653f6
BLAKE2b-256 checksum
How to use checksums
4bec08b3bdb6f3fd33e2c90c2b0a457944b9144e3f271a098c3185b33d1e3f5f
Upload date
Uploaded using Trusted Publishing?
What is trusted publishing?
Yes
Uploaded via twine/7.0.0 CPython/3.13.14

Provenance

Provenance describes where a file came from. On PyPI, provenance is shared via attestations, which provide a verifiable record of the build or publishing details. View details, limitations and caveats.

PyPI Publish Attestation

PyPI verified that this artifact, at this checksum, originated from the publisher listed below.

Signed by GitHub Actions, verified by PyPI on Aug 29, 2026.

Transparency log

Release files / plate_rod_thinning-0.1.2-cp312-cp312-macosx_10_13_x86_64.whl

Download URL plate_rod_thinning-0.1.2-cp312-cp312-macosx_10_13_x86_64.whl
Size 59.8 kB
Tags CPython 3.12 macOS 10.13+ x86-64
SHA-256 checksum
How to use checksums
76c42918b46b4d3456273c047ff8ff39143e809f948e0f86be527b5584d55e18
BLAKE2b-256 checksum
How to use checksums
ff20a3389f635e48e358870b8cc1875b639a685f1058d93f39d8d5cc8571d67d
Upload date
Uploaded using Trusted Publishing?
What is trusted publishing?
Yes
Uploaded via twine/7.0.0 CPython/3.13.14

Provenance

Provenance describes where a file came from. On PyPI, provenance is shared via attestations, which provide a verifiable record of the build or publishing details. View details, limitations and caveats.

PyPI Publish Attestation

PyPI verified that this artifact, at this checksum, originated from the publisher listed below.

Signed by GitHub Actions, verified by PyPI on Aug 29, 2026.

Transparency log

Release history Release notifications | RSS feed

0.1.9

5 release files

0.1.8

5 release files

0.1.7

5 release files

0.1.6

5 release files

0.1.4

5 release files

0.1.3

5 release files

This release

0.1.2 This release

5 release files

0.1.1

5 release files

0.1.0

5 release files

Anthropic, PBC Visionary sponsor Bloomberg Visionary sponsor Hudson River Trading Visionary sponsor Meta Visionary sponsor NVIDIA Visionary sponsor Microsoft Sustainability sponsor Depot Continuous Integration AWS Cloud computing and Security Sponsor Datadog Monitoring Fastly CDN Google Download Analytics Sentry Error logging StatusPage Status page