Mouse-Geneformer: A deep learning model for mouse single-cell transcriptome and its cross-species utility.

Deep learning techniques are increasingly utilized to analyze large-scale single-cell RNA sequencing (scRNA-seq) data, offering valuable insights from complex transcriptome datasets. Geneformer, a pre-trained model using a Transformer Encoder architecture and human scRNA-seq datasets, has demonstrat...

Full description

Saved in:
Bibliographic Details
Main Authors: Keita Ito, Tsubasa Hirakawa, Shuji Shigenobu, Hironobu Fujiyoshi, Takayoshi Yamashita
Format: Article
Language:English
Published: Public Library of Science (PLoS) 2025-03-01
Series:PLoS Genetics
Online Access:https://doi.org/10.1371/journal.pgen.1011420
Tags: Add Tag
No Tags, Be the first to tag this record!