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: 0.25.0

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-0.25.1.tar.gz (20.6 kB view details)

Uploaded Source

Built Distribution

nbiatoolkit-0.25.1-py3-none-any.whl (23.5 kB view details)

Uploaded Python 3

File details

Details for the file nbiatoolkit-0.25.1.tar.gz.

File metadata

  • Download URL: nbiatoolkit-0.25.1.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-0.25.1.tar.gz
Algorithm Hash digest
SHA256 7bc0f6a895ceb319c832c2189795e869db558a3dd4a676a87d2f1d756076bba5
MD5 be8ad5b5f9273db5e17623e52891374c
BLAKE2b-256 6f66ec927360128f20c410f544349412acfae645663bcadd39728dfaaf590a9d

See more details on using hashes here.

File details

Details for the file nbiatoolkit-0.25.1-py3-none-any.whl.

File metadata

File hashes

Hashes for nbiatoolkit-0.25.1-py3-none-any.whl
Algorithm Hash digest
SHA256 39d7c3173a7ab8e714cc723b80fdf8d8fc2928bee8ab11345c741fabefdb7b5b
MD5 a71075fa964b6595bd4079cbb0ccdf19
BLAKE2b-256 7bed45baefd2f61d62738098e571b579f358e508b4a35c1111d1590c7db077cc

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