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GANet-Seg: Adversarial Learning for Brain Tumor Segmentation with Hybrid Generative Models

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GANet-Seg: Adversarial Learning for Brain Tumor Segmentation with Hybrid Generative Models

*Author: Qifei Cui, Xinyu Lu

546FP_Poster (1)-1

This folder contains all code for data preparation, training, and validation process for Group2 546 Final Project GANNET-seg.

  • ./code: contains all training code and validation code.

  • ./notebook: contains all experiment we've down in our project.

  • ./data: contains .csv file that includes information of your training subjects and test subjects.

  • ./GAN: contains pretrained GAN model for generating normal brain tissue in masked region.

  • ./result: saved our trained model (not trained yet)

  • ./requirements.txt: includes all reliance you need to install when running our code.

Paper has attached and you may also find useful information from the poster.

Greetings from Qifei[qifei@seas] and Xinyu[xinyulu@seas], feel free to reach us if you met any problems running code.

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