BioinformaticsPLoS Computational BiologyPeer-reviewed
scCaT: an explainable capsulating architecture for sepsis diagnosis transferring from single-cell RNA sequencing
Xubin Zheng, Dian Meng, Duo Chen…·Lixin Cheng
This paper introduces scCaT, a deep learning framework combining capsulating architecture and Transformer for sepsis diagnosis using single-cell RNA sequencing data and transferring to bulk RNA data, achieving high accuracy and explainability.