Pretraining and Distillation Matter More Than Architecture Family for Label-Free Single-Cell Classification

Philip Graemer, Giuseppe Di Caprio

Choosing a deep learning architecture for label-free single-cell classification remains an open question, with microscopy benchmarks reporting conflicting conclusions about CNNs ve…