Deep learning shapes single-cell data analysis.
Journal:
Nature reviews. Molecular cell biology
Published Date:
May 1, 2022
Abstract
Deep learning has tremendous potential in single-cell data analyses, but numerous challenges and possible new developments remain to be explored. In this commentary, we consider the progress, limitations, best practices and outlook of adapting deep learning methods for analysing single-cell data.