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 0.1.1

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 0.1.1
File Size Uploaded
plate_rod_thinning-0.1.1.tar.gz 46.4 kB Details

Built distributions (wheels)

Table of built distributions (wheels) for plate-rod-thinning 0.1.1
File
plate_rod_thinning-0.1.1-cp313-cp313-macosx_11_0_arm64.whl CPython 3.13 CPython 3.13 macOS 11.0+ ARM64 Details
plate_rod_thinning-0.1.1-cp313-cp313-macosx_10_13_x86_64.whl CPython 3.13 CPython 3.13 macOS 10.13+ x86-64 Details
plate_rod_thinning-0.1.1-cp312-cp312-macosx_11_0_arm64.whl CPython 3.12 CPython 3.12 macOS 11.0+ ARM64 Details
plate_rod_thinning-0.1.1-cp312-cp312-macosx_10_13_x86_64.whl CPython 3.12 CPython 3.12 macOS 10.13+ x86-64 Details

Total release size: 280.5 kB

Release files / plate_rod_thinning-0.1.1.tar.gz

Download URL plate_rod_thinning-0.1.1.tar.gz
Size 46.4 kB
Tags Source
SHA-256 checksum
How to use checksums
7a7f69b4257a6ff5e9c24fb06786f0446d10da082dc2a7e5a35b146bd3b407a9
BLAKE2b-256 checksum
How to use checksums
2e9e299d0e17361473cd3ff5397462683397b302e2cfcd4e2b34f08ce2b250d0
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-0.1.1-cp313-cp313-macosx_11_0_arm64.whl

Download URL plate_rod_thinning-0.1.1-cp313-cp313-macosx_11_0_arm64.whl
Size 57.9 kB
Tags CPython 3.13 macOS 11.0+ ARM64
SHA-256 checksum
How to use checksums
7c9e6214e0adc8ed8b4612bbf71dadd061725d14a4e8edb2af11abc7fae1fb06
BLAKE2b-256 checksum
How to use checksums
51e346d9a387cab6ae60c55596ddd3c378d3cc56f4c04e220041dfd7d23c2240
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-0.1.1-cp313-cp313-macosx_10_13_x86_64.whl

Download URL plate_rod_thinning-0.1.1-cp313-cp313-macosx_10_13_x86_64.whl
Size 59.1 kB
Tags CPython 3.13 macOS 10.13+ x86-64
SHA-256 checksum
How to use checksums
08fdf330f9b4b04007331cbb612f9fd3b6539605735cd5298e2871f02f3e731f
BLAKE2b-256 checksum
How to use checksums
300177ab20ac7d24dec5927272c2551ddd10769e79e9342fb018a6e2f844c0af
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-0.1.1-cp312-cp312-macosx_11_0_arm64.whl

Download URL plate_rod_thinning-0.1.1-cp312-cp312-macosx_11_0_arm64.whl
Size 57.9 kB
Tags CPython 3.12 macOS 11.0+ ARM64
SHA-256 checksum
How to use checksums
d92c12e717beb5fe3202b15dbb758e75882609d1891c75f03d531581a190900f
BLAKE2b-256 checksum
How to use checksums
035919ce134cdd2e62588068ae40c917ca03163186a60619e2cfe356835129ac
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-0.1.1-cp312-cp312-macosx_10_13_x86_64.whl

Download URL plate_rod_thinning-0.1.1-cp312-cp312-macosx_10_13_x86_64.whl
Size 59.1 kB
Tags CPython 3.12 macOS 10.13+ x86-64
SHA-256 checksum
How to use checksums
79a742615c6cc328446ac300840027465d172389ab446c1c509aac096746ea19
BLAKE2b-256 checksum
How to use checksums
39054b2d02f3b319fdbdef7e7ca8762bc444f742d732755aac5ef699a734f3f9
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

0.1.2

5 release files

This release

0.1.1 This release

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