Dataset denoising
We should look into denoising tools intended to remove contamination present in most cells of a dataset. E.g. in scRNA this is ambient RNA, RNA not related to the cells which will be sequenced alongside (also referred to as background RNA or 'the soup'). Most tools I saw are implemented in R and focused on scRNA, however, I found scAR which claims to work on other types of data too.