Data Augmentation in Transformer feature space?

Hey everyone, I'm currently figuring out the topic of my master thesis. And I wan't to know if my idea is stupid / feasible since I have not really worked with transformers before:

**Data:** The data I have is 10 years of medical data from a fairly big hospitals ICU. It's about 100 biomarkers at a spacial resolution of 30 minutes per patient with an average ICU hospitalization time of 5 days.

**Method:** I found a paper that describes how …

augmentation data deeplearning feature space transformer