Mingchen Gao

PhD

Mingchen Gao.

Mingchen Gao

PhD

Mingchen Gao

PhD

Research Topics

Big healthcare data; medical imaging informatics; computer vision; machine learning

Biography Teaching Research Students

Research Areas

  • Computational Biology and Bioinformatics
    1/17/23
    Focuses on developing highly efficient algorithms and techniques for a wide range of problems (such as automatic analysis of biomedical images, computer-assisted diagnosis, treatment planning, protein-protein interaction network analysis, protein structure prediction, computational analysis and interpretation of Genomes, evolutionary studies of Genomic ORFans, and spatial positioning patterns of the cell nucleus) arising in smart hospital, smart healthcare, precision medicine, genomics, proteomics, and microarray analysis.
  • Human-Computer Interaction
    1/17/23
    Human-computer interaction (HCI) is a multidisciplinary field of study focusing on the design of computer technology, in particular, the interaction between humans (the users) and computers. HCI researchers observe the ways humans interact with computers and design technologies that allow humans to interact with computers in novel ways.
  • Mobile Computing
    1/17/23
    Mobile systems research focuses on the design and implementation of next-generation systems for mobile devices.  Research topics include mobile data management, wireless networks, sensing systems, static analysis and instrumentation for mobile apps, mobile image and video analytics, and secure and low-power hardware for mobile devices.