Healthcare data is highly regulated and should be, for most intents and purposes, private. Here, we demonstrate encrypted training on medical text data using SyferText and PyTorch.
How can you do pre-processing if you are not allowed to have access to plaintext data? SyferText can help you! With SyferText, you can define pre-processing components to perform pre-processing remotely, blindly and in a completely secure fashion.