Detect If a brain has a tumor

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?

[Ameer Hamza]

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.

[Walter Roberson]

https://www.mathworks.com/matlabcentral/answers/?term=tag%3A%22tumor%22

Answer 1

[Pranav Verma]

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