mednoise 1.2.4

mednoise is a python package that contains algorithms to handle and edit large amounts of image-based metadata to remove irrelevant noise and enhance the accuracy of machine learning and deep learning models for scientific research.

mednoise

Summary

mednoise is the fundamental package needed for medical image (pre)processing with Python.

• Website: https://mednoise.github.io
• PyPI: https://pypi.org/project/mednoise/
• Documentation: https://mednoise.github.io/documentation
• Source code: https://github.com/mednoise/mednoise
• Bug reports: https://github.com/mednoise/mednoise/issues

It contains:

• various algorithms to handle and pre-process large amounts of medical image metadata
• a highly tuneable interface for a variety of usecases
• an inference-compatible structure that allows for easy integration into workflow/pipeline management systems (ex. airflow, luigi, snakemake)

Installation:

mednoise uses pip. The installation can be run with:

pip install mednoise

License

mednoise is licensed under the Apache 2.0 License