The most relevant "deep paper" involving this type of sequencing data and deep learning extraction is:
This study introduces a deep learning framework to handle noise and batch effects in single-cell sequencing. sc19688-RDRI2IBLD143628EG.part01.rar
You can read the full paper on PMC (PubMed Central) . Data Handling Note The most relevant "deep paper" involving this type