Generating MRI Images of Brain Tumors with GANs

How to leverage GANs for creating AI data sets

The need for more data within the field of artificial intelligence is significant, especially in medical imaging. In order to produce ways in which we can speed up the process of diagnosing certain disorders through AI, we need many data sets with accurate imaging first, so that they can be fed into neural networks accordingly.

With rare diseases in particular (often the most fatal as well), there is a shortage of this data which makes it nearly…