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Misdiagnosis in the medical field is a very serious issue but it’s also uncomfortably common to occur. With the help of Deep Learning, we can use style transfer to generate artificial MRI images of different contrast levels from existing MRI scans. This will help to provide a better diagnosis with the help of an additional image.