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comprehensive-comparison-of-deep-learning-models-for-lung-and-covid-19-lesion-segmentation-in-ct

https://github.com/pbizopoulos/comprehensive-comparison-of-deep-learning-models-for-lung-and-covid-19-lesion-segmentation-in-ct

Science Score: 23.0%

This score indicates how likely this project is to be science-related based on various indicators:

  • ○
    CITATION.cff file
  • ✓
    codemeta.json file
    Found codemeta.json file
  • ○
    .zenodo.json file
  • ○
    DOI references
  • ✓
    Academic publication links
    Links to: arxiv.org
  • ○
    Academic email domains
  • ○
    Institutional organization owner
  • ○
    JOSS paper metadata
  • ○
    Scientific vocabulary similarity
    Low similarity (2.6%) to scientific vocabulary

Keywords

arxiv covid-19 deep-neural-networks paper pytorch segmentation
Last synced: 7 months ago · JSON representation

Repository

Basic Info
  • Host: GitHub
  • Owner: pbizopoulos
  • License: mit
  • Language: TeX
  • Default Branch: main
  • Homepage:
  • Size: 88.2 MB
Statistics
  • Stars: 13
  • Watchers: 1
  • Forks: 2
  • Open Issues: 0
  • Releases: 1
Topics
arxiv covid-19 deep-neural-networks paper pytorch segmentation
Created over 5 years ago · Last pushed about 1 year ago
Metadata Files
Readme License Citation

README 

# Comprehensive Comparison of Deep Learning Models for Lung and COVID-19 Lesion Segmentation in CT
xdg-open https://arxiv.org/abs/2009.06412

# Usage
xdg-open https://pbizopoulos.github.io/canonicalization/README.txt

# Extra commands
xdg-open https://github.com/pbizopoulos/comprehensive-comparison-of-deep-learning-models-for-lung-and-covid-19-lesion-segmentation-in-ct/settings/pages
# In 'Build and deployment', Source choose GitHub Actions.

Owner

  • Name: Paschalis Bizopoulos
  • Login: pbizopoulos
  • Kind: user

GitHub Events

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Last Year

Issues and Pull Requests

Last synced: over 1 year ago

All Time
  • Total issues: 0
  • Total pull requests: 190
  • Average time to close issues: N/A
  • Average time to close pull requests: 6 days
  • Total issue authors: 0
  • Total pull request authors: 1
  • Average comments per issue: 0
  • Average comments per pull request: 0.71
  • Merged pull requests: 56
  • Bot issues: 0
  • Bot pull requests: 190
Past Year
  • Issues: 0
  • Pull requests: 34
  • Average time to close issues: N/A
  • Average time to close pull requests: 9 days
  • Issue authors: 0
  • Pull request authors: 1
  • Average comments per issue: 0
  • Average comments per pull request: 1.0
  • Merged pull requests: 0
  • Bot issues: 0
  • Bot pull requests: 34
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  • dependabot[bot] (214)
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dependencies (214) python (148) javascript (36) docker (29) github_actions (1)

Dependencies

.github/workflows/workflow.yml actions
  • actions/checkout v3 composite
Dockerfile docker
  • texlive/texlive latest build
docs/Dockerfile docker
  • node 19.3.0 build
python/Dockerfile docker
  • pytorch/pytorch 1.13.1-cuda11.6-cudnn8-runtime build
docs/package.json npm
  • css-validator 0.11.0 development
  • html-validate 7.12.0 development
  • js-beautify 1.14.7 development
  • rome 11.0.0 development
  • serve 14.1.2 development
  • stylelint 14.16.1 development
  • stylelint-config-standard 29.0.0 development
  • stylelint-order 5.0.0 development
python/pyproject.toml pypi
  • Jinja2 ==3.1.2
  • fvcore ==0.1.5.post20221221
  • gdown ==4.6.3
  • matplotlib ==3.6.2
  • nibabel ==4.0.2
  • onnx-tf ==1.10.0
  • pandas ==1.5.2
  • scikit-image ==0.19.3
  • segmentation-models-pytorch ==0.3.2
  • tensorflow-probability ==0.19.0
  • tensorflowjs ==4.1.0