Biological Sciences, Informatics
Artificial Intelligence, Data Integration, Data Mining, Graph-Based Methods, Machine Learning, Statistics

Jie Liu

Assistant Professor

Computational Medicine and Bioinformatics

Assistant Professor of Computational Medicine and Bioinformatics, Medical School and Assistant Professor of Electrical Engineering and Computer Science, College of Engineering

Dr. Liu’s research lab aims to develop machine learning approaches for real-world bioinformatics and medical informatics problems. We believe that computational methods are essential in order to understand many of these molecular biology problems, including the dynamics of genome conformation and nuclear organization, gene regulation, cellular networks, and the genetic basis of human diseases.

The first computational embedding method for single cells in terms of their chromatin organization.