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Published 20 hours ago • verified publisher icon ieee8023

Is there an algorithm that identifies whether the image is a CT / MRI / X-ray?

Open GuilhermeCunha opened this issue 4 years ago • 1 comments

With obtaining CT / MRI / X-ray Datasets generated from several different places, we have faced a problem, garbage mixed with good images. I would like an algorithm / network that would help us to identify if an image is a CT / MRI / X-ray or not. Could anyone help?

GuilhermeCunha avatar Apr 28 '20 19:04 GuilhermeCunha

It should be a simple model to build. Just resize the images to 10x10 and train a logistic regression on it. Also, just look at the resolution of the image. CT slices will be 512x512 most of the time.

ieee8023 avatar Apr 28 '20 20:04 ieee8023