Cheng s

Qiang (Shawn) Cheng PhD

ude.yku@gnehc.gnaiq

  • Multidisciplinary Science Building, room 208D
  • 859-323-7238

Specializations

  • Data mining and statistical data analysis
  • Clinical information systems
  • Precision medicine

Research areas

Academic appointment

  • Associate Professor, Division of Biomedical Informatics, Department of Internal Medicine (primary)
  • Associate Professor, Department of Computer Science

Education

  • PhD in Electrical and Computer Engineering; University of Illinois at Urbana-Champaign; Urbana, IL
  • MS in Applied Mathematics and Computer Science; Peking University; Beijing, China

Biography

Dr. Cheng’s research interests are in data science, machine learning, pattern recognition, signal/image processing, and biomedical/healthcare informatics. He is developing data mining and machine learning techniques to help advance biomedical research, for example, to integrate medical data from heterogeneous sources to find useful patterns, enable actionable insights, and facilitate data-driven knowledge discovery. He handles diverse kinds of data such as small-sample data, large-scale or big data, imaging data of various modalities, data with mixed types, and data with significant missing values. His work has appeared in various venues such as IEEE TPAMI, TNNLS, TSP, CVPR, ICDM, AAAI, ICDE, ACM TIST, KDD, TKDD, CIKM, NIPS, and AAAI. He also has a number of patents generated from his work.

Awards

  • IBM Invention Achievement Award
  • Siemens Achievement Award

Publications and other works