Takayoshi Yamashita

The paper benchmarks sparse-to-transcriptome reconstruction models using high-expression profiles from mouse adrenal cells under sex and sex-steroid conditions, finding that gene-wise metrics and strong baselines are critical for evaluation.

This paper develops mouse-Geneformer, a deep learning model for mouse single-cell transcriptomes, showing cross-species utility for human data and disease modeling.