https://github.com/miladsade96/3d_dense-u-net

Optimized High Resolution 3D Dense-U-Net Network for Brain and Spine Segmentation
https://github.com/miladsade96/3d_dense-u-net

Last synced: 8 months ago
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Optimized High Resolution 3D Dense-U-Net Network for Brain and Spine Segmentation

• Host: GitHub
• URL: https://github.com/miladsade96/3d_dense-u-net
• Owner: miladsade96
• License: mit
• Created: 2021-11-29T16:16:30.000Z (almost 4 years ago)
• Default Branch: main
• Last Pushed: 2021-12-04T14:45:24.000Z (almost 4 years ago)
• Last Synced: 2025-01-31T19:35:10.802Z (8 months ago)
• Language: Python
• Size: 1.52 MB
• Stars: 8
• Watchers: 2
• Forks: 0
• Open Issues: 2
• Metadata Files:
  • Readme: README.md
  • License: LICENSE

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README

          
# 3D Dense U-Net

### Optimized High Resolution 3D Dense-U-Net Network for Brain and Spine Segmentation

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### Model Schema

![](Data/3D%20Dense%20U-Net.png)

### Examples

![](Data/Examples.jpg)

### About

This repository contains the implementation of [Optimized High Resolution 3D Dense-U-Net Network for Brain and Spine Segmentation](https://www.mdpi.com/2076-3417/9/3/404)

using tensorflow and keras.

### Authors

Paper:

* Martin Kolařík - Department of Telecommunications, Brno University of Technology

* Radim Burget - Department of Telecommunications, Brno University of Technology

* Václav Uher - Department of Telecommunications, Brno University of Technology

* Kamil Říha - Department of Telecommunications, Brno University of Technology

* Malay Kishore Dutta - Centre for Advanced Studies, Dr. A.P.J. Abdul Kalam Technical University

Codebase:

* [Milad Sadeghi DM](https://elns.ir) - EverLookNeverSee@GitHub

## License

This project licensed under the MIT License - see the [LICENSE](LICENSE) file for more details.