Skip to main content

A python package to query the National Biomedical Imaging Archive (NBIA) database.

Project description

NBIA Toolkit

A python package that provides programmatic access to query and download images from the National Biomedical Imaging Archive (NBIA) and The Cancer Imaging Archive (TCIA) databases.

PyTests Documentation Status codecov Python version

PyPI version Downloads PyPI - Downloads GitHub repo size Docker Pulls

GitHub milestone detailsGitHub milestone details

Features

[!TIP] For a thorough description of the package and its available features, please refer to the Documentation at NBIA-Toolkit Read The Docs

  • Use NBIA Guest account to access public data OR authenticate using OAuth with user credentials for limited access data (requires approved data access).
  • Query NBIA database for metadata on collections, patients, studies, series, and images
  • Download images from NBIA
    • Validate doownloads with MD5 checksums for downloaded images
    • Auto-sort DICOM files using a user-defined pattern of DICOM tags with specialized DICOMSorter class

Installation

[!WARNING] nbiatoolkit is currently under development and is not guaranteed to be stable.

It is made available via PyPI and can be installed using pip:


pip install nbiatoolkit

CLI Usage

For quick access to the NBIA, the toolkit also provides a command line interface (CLI)

> NBIAToolkit --version
    _   ______  _______  ______            ____   _ __ 
   / | / / __ )/  _/   |/_  __/___  ____  / / /__(_) /_
  /  |/ / __  |/ // /| | / / / __ \/ __ \/ / //_/ / __/
 / /|  / /_/ // // ___ |/ / / /_/ / /_/ / / ,< / / /_  
/_/ |_/_____/___/_/  |_/_/  \____/\____/_/_/|_/_/\__/  
                                                       

Version: 0.25.1

Available CLI tools: 

getCollections [-h] [-u USERNAME] [-pw PASSWORD] [-p PREFIX]
               [-o OUTPUTFILE] [--version]

getBodyPartCounts [-h] [-u USERNAME] [-pw PASSWORD] [-c COLLECTION]
                  [-o OUTPUTFILE] [--version]

getPatients [-h] [-u USERNAME] [-pw PASSWORD] -c COLLECTION
            [-o OUTPUTFILE] [--version]

getNewPatients [-h] [-u USERNAME] [-pw PASSWORD] -c COLLECTION -d DATE
               [-o OUTPUTFILE] [--version]

getStudies [-h] [-u USERNAME] [-pw PASSWORD] -c COLLECTION
           [-p PATIENTID] [-s STUDYINSTANCEUID] [-o OUTPUTFILE]
           [--version]

getSeries [-h] [-u USERNAME] [-pw PASSWORD] [-c COLLECTION]
          [-p PATIENTID] [-m MODALITY] [-study STUDYINSTANCEUID]
          [--seriesInstanceUID SERIESINSTANCEUID]
          [--bodyPartExamined BODYPARTEXAMINED]
          [--manufacturerModelName MANUFACTURERMODELNAME]
          [--manufacturer MANUFACTURER] [-o OUTPUTFILE] [--version]

getNewSeries [-h] [-u USERNAME] [-pw PASSWORD] -d DATE [-o OUTPUTFILE]
             [--version]

downloadSingleSeries [-h] [-u USERNAME] [-pw PASSWORD] --seriesUID
                     SERIESUID --downloadDir DOWNLOADDIR
                     [--filePattern FILEPATTERN] [--overwrite]

dicomsort [-h] [-u USERNAME] [-pw PASSWORD]
          [--targetPattern TARGETPATTERN] [--truncateUID]
          [--sanitizeFilename] [--overwrite] [--nParallel NPARALLEL]
          sourceDir destinationDir

Contributing

Interested in contributing? Check out the contributing guidelines. Please note that this project is released with a Code of Conduct. By contributing to this project, you agree to abide by its terms.

License

nbiatoolkit was created by Jermiah Joseph. It is licensed under the terms of the MIT license.

User Agreements and Disclaimers

[!IMPORTANT] The NBIA-toolkit is NOT a product of the National Cancer Institute (NCI) and is not endorsed by the NCI. Users of the NBIA-toolkit are required to abide by the NBIA REST API Terms of Service and the NBIA Data Usage Policies and Restrictions The NBIA-toolkit is provided as an open-source tool based on the NBIA REST API and is provided "AS IS" without warranty of any kind. In no event shall the authors or contributors be liable for any claim, damages or other liability, arising from, out of or in connection with the NBIA-toolkit or the use or other dealings in the NBIA-toolkit.

Project details


Download files

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

Source Distribution

nbiatoolkit-0.25.3.tar.gz (20.6 kB view details)

Uploaded Source

Built Distribution

nbiatoolkit-0.25.3-py3-none-any.whl (23.5 kB view details)

Uploaded Python 3

File details

Details for the file nbiatoolkit-0.25.3.tar.gz.

File metadata

  • Download URL: nbiatoolkit-0.25.3.tar.gz
  • Upload date:
  • Size: 20.6 kB
  • Tags: Source
  • Uploaded using Trusted Publishing? No
  • Uploaded via: twine/4.0.2 CPython/3.11.7

File hashes

Hashes for nbiatoolkit-0.25.3.tar.gz
Algorithm Hash digest
SHA256 a305c12bacf4bda2e15f527ad78b27b2a2bbeb96184e785bb01dc028b335238b
MD5 1702dfed4973d3a6acaed2403272c9c5
BLAKE2b-256 c6dd7b3c6d81d36f310ba00db42bc1168ed900b300e302e2a637bce36d59ac07

See more details on using hashes here.

File details

Details for the file nbiatoolkit-0.25.3-py3-none-any.whl.

File metadata

File hashes

Hashes for nbiatoolkit-0.25.3-py3-none-any.whl
Algorithm Hash digest
SHA256 05df6932a2d4e10732a8cee0895621ac5dae149bd0019d5b9b9bf48a11b0991e
MD5 02584d99e56c2daba2ef44edda157ea2
BLAKE2b-256 cef704b2f31f4f0ce080b6b7f908d1ea4d4ff2e96baef8b0158947c0bdd5877f

See more details on using hashes here.

Supported by

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