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Faculty Profile

Peng Qiu head shot
Peng Qiu
Associate Professor, Wallace H. Coulter Distinguished Faculty Fellow
Email
EBB 2107
404.385.1656
Peng Qiu Lab
Research Interests:

My main research interests are in bioinformatics and computational biology, focusing on statistical signal processing, machine learning, control systems and optimization. The following are some specific topics that I've been working on.

  • Extracting the cellular hierarchy underlying high-dimensional single-cell data
  • Discovering Biological Progression underlying Gene Expression Data
  • Simultaneous classification and class discovery
  • Information theoretic approaches for reconstructing gene regulatory networks.
  • Non-invasive PET parametric imaging
Publications:

  

  

     

  

 

 

Latest Articles:
Peng Qiu
Qiu Secures $2.8M from the Helmsley Charitable Trust for Long-Term Crohn’s Disease Study

Gabe Kwong, left, and Peng Qiu, who are collaborating on a new project to develop synthetic biosensors capable of basic computing logic. (Photo: Joshua Stewart)
Proposed Synthetic Biosensors Use Computing Logic to Detect Metastasizing Cancer

Peng Qiu, left, and Joshua Weitz are leading a new National Institutes of Heath-funded training program that will help transform the study of quantitative- and data-intensive biosciences at the Georgia Institute of Technology. (Photo: Allison Carter)
InQuBATE Training Program Integrates Modeling and Data Science for Bioscience PhD Students

Newly appointed distinguished faculty fellows in the Wallace H. Coulter Department of Biomedical Engineering. From left, May Dongmei Wang, Gabe Kwong, Peng Qiu, Manu Platt, and Jaydev Desai.
Coulter BME Appoints Five New Distinguished Faculty Fellows