Haeseung Lee

FateDriver: Weakly supervised dual-view graph learning for transition-specific prioritization of candidate regulators in cellular reprogramming

FateDriver prioritizes candidate regulators for specific cellular transitions using a weakly supervised dual-view graph neural network, outperforming existing methods in recovering known regulators.

Effect of Terpenes from Poria Cocos: Verifying Modes of Action against Alzheimer's disease Using Molecular Docking, Drug-induced Transcriptomes and Diffusion Network

Systematic identification of a nuclear receptor-enriched predictive signature for erastin-induced ferroptosis

The paper identifies a nuclear receptor-enriched predictive signature for erastin-induced ferroptosis using gene expression analysis and pharmacogenomics datasets.

Scarless Enriched selection of Genome edited Human Pluripotent Stem Cells Using Induced Drug Resistance

The paper develops a method to enrich genome-edited human pluripotent stem cells by inducing temporary drug resistance through SLC35F2 knockdown, achieving efficient selection in 3 weeks.