BioinformaticsLecture notes in computer sciencePeer-reviewed
Iterative Refinement of Cellular Identity from Single-Cell Data Using Online Learning
Chao Gao, Sebastian Preißl, Chongyuan Luo…·Joshua D. Welch
The paper develops an online learning algorithm for integrating large single-cell datasets, enabling efficient processing of millions of cells with reduced memory usage and allowing iterative refinement of cellular identity.