Deep learning-based predictive classification of functional subpopulations of hematopoietic stem cells and multipotent progenitors.
Shen WangJianzhong HanJingru HuangKhayrul IslamYuheng ShiYuyuan ZhouDongwook KimJane ZhouZhaorui LianYaling LiuJian HuangPublished in: Stem cell research & therapy (2024)
Our study represents the pioneering use of deep learning to differentiate HSCs and MPPs under steady-state conditions. This novel and robust deep learning-based platform will provide a basis for the future development of a new generation stem cell identification and separation system. It may also provide new insight into the molecular mechanisms underlying stem cell self-renewal.