← Search

Malte D Luecken

2 accepted papers

2024

A benchmark for prediction of transcriptomic responses to chemical perturbations across cell types

NeurIPS 2024spotlight

Single-cell transcriptomics has revolutionized our understanding of cellular heterogeneity and drug perturbation effects. However, its high cost and the vast chemical space of potential drugs present barriers to experimentally characterizing the effect of chemical perturbations in all the myriad cel…

Cited by 2SourcePDFScholar
2021

A sandbox for prediction and integration of DNA, RNA, and proteins in single cells

NeurIPS 2021poster

The last decade has witnessed a technological arms race to encode the molecular states of cells into DNA libraries, turning DNA sequencers into scalable single-cell microscopes. Single-cell measurement of chromatin accessibility (DNA), gene expression (RNA), and proteins has revealed rich cellular d…

Cited by 126SourceScholar