SoftwareApplication
identifier: 10.5281/zenodo.4725904
name: cleanX
description: CleanX is an open-source python library for exploring, cleaning and augmenting large datasets of X-rays, or certain other types of radiological images.
description: * Workflow demos included as Jupyter notebooks * Enables data augmentation * Able to process metadata from csv, json or other formats * Command line interface available Images can be extracted from DICOM files or used directly. The primary authors are Candace Makeda H. Moore, Oleg Sivokon, and Andrew Murphy. CleanX allows users to do many data exploration and preprocessing steps to prepare images for machine learning algorithms.
code repository: https://github.com/drcandacemakedamoore/cleanX
author: Person
  given name: Candace Makeda
  family name: Moore
  name: Candace Makeda Moore
  affiliation: Organization
    name: Netherlands eScience Center
keywords: Machine learning
keywords: Image processing
programming language: Dockerfile
programming language: Jupyter Notebook
programming language: Python
programming language: Roff
programming language: Shell
programming language: TeX
license:
  creative work: creativeWork
    name: GPL-3.0