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vesselness_covid's Introduction

vesselness_covid

vesselness_covid is a lung vessel segmentation analysis pipeline. This program computes relevant metrics on intralung vessels with the goal of distinguishing healthy patients from the ones suffering from coronavirus. This pipelines extracts the data to a json file and provides a basic visualisation tool.

Prior requirements

The raw data must be processed before being fed to this pipeline:

  • The data must be segmented before hand (RORPO)
  • The lung mask must also be precomputed

Packages installation

pip3 -r requirements.txt

Usage

Execution

python3 main.py segmented_img mask output_path

Visualisation

python3 visualisation.py output_path

vesselness_covid's People

Contributors

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Stargazers

Zhe Chen avatar  avatar Odyssée Merveille avatar Arktis avatar TaoH avatar

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