Detect If a brain has a tumor

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Vu Trinh
Vu Trinh 2020-9-15
回答： Pranav Verma 2020-9-18
Hi everyone, please help me with this problem.
I have attached 2 images of brains. One has a tumor and another has no tumor. Is there a way I can write a function which will return 0 if the brain has no tumor and return 1 if the brain has a tumor?
  2 个评论
Ameer Hamza
Ameer Hamza 2020-9-15
Do you have a lot of images for both cases, then you can train a deep learning classifier: https://www.mathworks.com/help/vision/examples/image-category-classification-using-deep-learning.html. Otherwise, you will need to use traditional image processing methods to identify the distinguishing features manually.

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Pranav Verma
Pranav Verma 2020-9-18
Hi Vu,
You can train a semantic segmentation network using deep learning.
The below link runs through an example on how to implement the network and parallely provides the explanation for the steps involved.
https://www.mathworks.com/help/vision/ug/semantic-segmentation-using-deep-learning.html
Thanks

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