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AI-for-Health-Imaging

This is a project using python packages such as PyTorch, OpenCV, Fast.ai to detect and segment tumor from Liver CT images

The sample CT image looks like this

health-image

This is what the training image look like, which the mask is added to the image this time

health-image

more training images are listed

health-image

This is the training result summary after Unet model and ResNet 34 architecture are used to segment the tumors

health-image

This is the predictions

health-image

health-image

health-image