Jie Liu

Associate Professor of Computational Medicine and Bioinformatics, Michigan Medical School

Associate Professor of Computer Science & Engineering, College of Engineering

Machine learning and computational genomics

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.

Accomplishments and Awards

COntact

[email protected]

Website

Location

Ann Arbor

Methodologies

Data Integration / Data Mining / Graph-Based Methods and Networks / Machine Learning / Statistics

Applications

Biological Sciences

Community Affiliation

Faculty