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title: 'LyNoS: automatic lymph node segmentation using deep learning'
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sdk: docker
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app_port: 7860
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emoji: 🫁
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pinned: false
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license: mit
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app_file: demo/app.py
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<div align="center">
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<h1 align="center">🫁 LyNoS 🤗</h1>
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<h3 align="center">A multilabel lymph node segmentation dataset from contrast CT</h3>
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[![license](https://img.shields.io/github/license/DAVFoundation/captain-n3m0.svg?style=flat-square)](https://github.com/raidionics/LyNoS/blob/main/LICENSE.md)
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[![CI/CD](https://github.com/raidionics/LyNoS/actions/workflows/deploy.yml/badge.svg)](https://github.com/raidionics/LyNoS/actions/workflows/deploy.yml)
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<a target="_blank" href="https://huggingface.co/spaces/andreped/LyNoS"><img src="https://img.shields.io/badge/🤗%20Hugging%20Face-Spaces-yellow.svg"></a>
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<a href="https://colab.research.google.com/gist/andreped/274bf953771059fd9537877404369bed/lynos-load-dataset-example.ipynb" target="_parent"><img src="https://colab.research.google.com/assets/colab-badge.svg" alt="Open In Colab"/></a>
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[![paper](https://img.shields.io/badge/paper-pdf-D12424)](https://doi.org/10.1080/21681163.2022.2043778)
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**LyNoS** was developed by SINTEF Medical Image Analysis to accelerate medical AI research.
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</div>
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<img width="1400" alt="Screenshot 2023-11-09 at 20 53 29" src="https://github.com/raidionics/LyNoS/assets/29090665/ce661da0-d172-4481-b9b5-8b3e29a9fc1f">
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## [Continuous integration](https://github.com/raidionics/LyNoS#continuous-integration)
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| Build Type | Status |
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| **HF Deploy** | [![Deploy](https://github.com/raidionics/LyNoS/workflows/Deploy/badge.svg)](https://github.com/raidionics/LyNoS/actions) |
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| **File size check** | [![Filesize](https://github.com/raidionics/LyNoS/workflows/Check%20file%20size/badge.svg)](https://github.com/raidionics/LyNoS/actions) |
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| **Formatting check** | [![Filesize](https://github.com/raidionics/LyNoS/workflows/Linting/badge.svg)](https://github.com/raidionics/LyNoS/actions) |
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## [Development](https://github.com/raidionics/LyNoS#development)
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### [Docker](https://github.com/raidionics/LyNoS#docker)
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<div align="center">
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<h1 align="center">🫁 LyNoS 🤗</h1>
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<h3 align="center">A multilabel lymph node segmentation dataset from contrast CT</h3>
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**LyNoS** was developed by SINTEF Medical Image Analysis to accelerate medical AI research.
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</div>
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<img width="1400" alt="Screenshot 2023-11-09 at 20 53 29" src="https://github.com/raidionics/LyNoS/assets/29090665/ce661da0-d172-4481-b9b5-8b3e29a9fc1f">
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## [Development](https://github.com/raidionics/LyNoS#development)
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### [Docker](https://github.com/raidionics/LyNoS#docker)
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