TACTiCS is a model to transfer and align cell types in cross-species analysis. It uses protein embeddings and transfer learning.
In the first step, TACTiCS uses a natural language processing model to match genes using their protein sequences. Next, TACTiCS employs a neural network to classify cell types within a species. Afterward, TACTiCS uses transfer learning to propagate cell type labels between species.
For details and the software, please visit the TACTiCS GitHub page and read publication by Biharie et al. (2023).
