Mingchen Gao

PhD

Mingchen Gao

PhD

Research Topics

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

Contact Information

347 Davis Hall

Buffalo NY, 14260

Phone: (716) 645-2834

mgao8@buffalo.edu

Biography Teaching Research

Research Areas

1/23/20
Algorithms for data mining have a close relationship to methods of pattern recognition and machine learning.
1/23/20
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.
1/23/20
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.