Inferring Gene Regulatory Network Based on scATAC-seq Data with Gene Perturbation

Abstract

This work uses scATAC-seq measurements before and after genetic perturbation to infer gene regulatory networks. It aims to recover the strength, direction, and type of regulatory relationships and evaluates the approach on seven real datasets.

Qiao Liu

Assistant Professor of Biostatistics

My research interests include generative AI, high-dimensional data analysis, and computational biology.