DeepVelo: Data-driven Single-cell Transcriptomic Deep Velocity Field Learning with Neural Ordinary Differential Equations
Zhanlin Chen, William C. King, Ahyeon Hwang, Mark Gerstein, Jing Zhang
DeepVelo models single-cell transcriptome dynamics using neural ODEs, improving velocity field accuracy and identifying developmental driver genes.
Science Advances · Nov 30, 2022Peer-reviewedBioinformatics