Package Health Score

63 / 100

security
No known security issues
popularity
Limited
maintenance
Sustainable
community
Limited

Explore Similar Packages

Popularity

Limited

GitHub Stars: 27
Forks: 6
Contributors: 1

Direct Usage Popularity

Based on project statistics from the GitHub repository for the PyPI package cxas, we found that it has been starred 27 times.

Security

No known security issues

Security and license risk for latest version

Release Date: Oct 1, 2024
Direct Vulnerabilities: 0
C
0
H
0
M
0
L
Indirect Vulnerabilities: 0
C
0
H
0
M
0
L
License Risk: 0
H
0
M
0
L

All security vulnerabilities belong to production dependencies of direct and indirect packages.

License

Unrecognized

Security Policy

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Maintenance

Sustainable

Commit Frequency

Open Issues: 0
Open PR: 0
Last Release: 3 months ago
Last Commit: 27 days ago

Further analysis of the maintenance status of cxas based on released PyPI versions cadence, the repository activity, and other data points determined that its maintenance is Sustainable.

We found that cxas demonstrates a positive version release cadence with at least one new version released in the past 3 months.

As a healthy sign for on-going project maintenance, we found that the GitHub repository had at least 1 pull request or issue interacted with by the community.

Community

Limited

Readme: Yes
Contributing.md: No
Code of Conduct: No
Contributors: 1
Funding: No

This project has seen only 10 or less contributors.

We found a way for you to contribute to the project! Looks like cxas is missing a Code of Conduct.

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Package

Python Versions Compatibility: >=3.9

Age: 2 years
Latest Release: 3 months ago
Dependencies: 13 Direct
Versions: 12
Maintainers: 0
Wheels: OS Independent

Readme

Chest X-Ray Anatomy Segmentation

Installation

The project is available in PyPI. To install run:

pip install cxas

Running Segmentation from terminal

Segment the anatomy of X-Ray images (.jpg,.png,.dcm) and store the results (npy,json,jpg,png,dicom-seg):

` cxas_segment -i {desired input directory or file} -o {desired output directory}`

Running Feature Extraction from terminal

Extract anatomical features from X-Ray images (.jpg,.png,.dcm) and store the results (.csv):

cxas_feat_extract -i {desired input directory or file} -o {desired output directory} -f {desired features to extract}

Running either from terminal

Extract anatomical features from X-Ray images (.jpg,.png,.dcm) and store the results (.csv):

cxas -i {desired input directory or file} -o {desired output directory} -mode {"segment" or "exract"} -f {required if mode == 'extract'}

Citation

If you use this work or dataset, please cite:

@inproceedings{Seibold_2022_BMVC,
    author    = {Constantin Marc Seibold and Simon Reiß and M. Saquib Sarfraz and Matthias A. Fink and Victoria Mayer and Jan Sellner and Moon Sung Kim and Klaus H. Maier-Hein and Jens Kleesiek and Rainer Stiefelhagen},
    title     = {Detailed Annotations of Chest X-Rays via CT Projection for Report Understanding},
    booktitle = {33rd British Machine Vision Conference 2022, {BMVC} 2022, London, UK, November 21-24, 2022},
    publisher = {{BMVA} Press},
    year      = {2022},
    url       = {https://bmvc2022.mpi-inf.mpg.de/0058.pdf}
}

@inproceedings{Seibold_2023_CXAS,
    author    = {Constantin Seibold, Alexander Jaus, Matthias Fink,
    Moon Kim, Simon Reiß, Jens Kleesiek*, Rainer Stiefelhagen*},
    title     = {Accurate Fine-Grained Segmentation of Human Anatomy in Radiographs via Volumetric Pseudo-Labeling},
    year      = {2023},
}

cxas dependencies

colorcet cython gdown numpy opencv-python pandas pycocotools scikit-image scikit-learn simpleitk torch torchvision tqdm

FAQs

What is cxas?

Segmentation of 159 anatomical classes for Chest X-Rays. Visit Snyk Advisor to see a full health score report for cxas, including popularity, security, maintenance & community analysis.

Is cxas popular?

The python package cxas receives a total of 117 weekly downloads. As such, cxas popularity was classified as limited. Visit the popularity section on Snyk Advisor to see the full health analysis.

Is cxas well maintained?

We found indications that cxas maintenance is sustainable demonstrating some project activity. We saw a total of 1 open source contributors collaborating on the project. See the full package health analysis to learn more about the package maintenance status.

Is cxas safe to use?

The python package cxas was scanned for known vulnerabilities and missing license, and no issues were found. Thus the package was deemed as safe to use. See the full health analysis review.

Last updated on 20 December-2024, at 10:38 (UTC).

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cxas

Segmentation of 159 anatomical classes for Chest X-Rays. For more information about how to use this package see README

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Package

Readme

Chest X-Ray Anatomy Segmentation

Installation

Running Segmentation from terminal

Running Feature Extraction from terminal

Running either from terminal

Citation

cxas dependencies

FAQs

What is cxas?

Is cxas popular?

Is cxas well maintained?

Is cxas safe to use?

Build a secure application checklist

Select a recommended open source package

Scan your app for vulnerabilities

Fix identified vulnerabilities

Monitor for new issues

Package Health Score

Explore Similar Packages

Direct Usage Popularity

Security and license risk for latest version

Commit Frequency

Embed Package Health Score Badge

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Snyk Vulnerability Scanner

Readme

Chest X-Ray Anatomy Segmentation

Installation

Running Segmentation from terminal

Running Feature Extraction from terminal

Running either from terminal

Citation

cxas dependencies

FAQs

What is cxas?

Is cxas popular?

Is cxas well maintained?

Is cxas safe to use?

Build a secure application checklist

Select a recommended open source package

Scan your app for vulnerabilities

Source Code

Open Source

Container

Config

Fix identified vulnerabilities

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