Chao Huang, PhD

Assistant Professor

Department of Statistics - College of Arts and Sciences - Florida State University

Assistant Professor (courtesy)

Department of Biomedical Sciences - College of Medicine - Florida State University

Address: 407 Statistics Building, 117 N. Woodward Ave., Tallahassee, FL 32306

Email: chuang7 AT fsu DOT edu

[CV] [GitHub] [Google Scholar] [OCRID] [ResearchGate]

Education

Research Interest

Chao's research interests mainly focus on statistical learning of large-scale biomedical data including clinical, imaging, and genomic data. The goal of his research is to develop novel statistical methods and machine learning (deep learning) algorithms for analyzing data with complex structures, including high dimensional data, functional data, manifold data and data with heterogeneity. These statistical methods and computational tools can help us understand the disease progression and improve clinical trials for the treatment and early prevention. Some projects that he is currently working on are: big data integration, manifold data analysis, functional data analysis, imaging heterogeneity, imaging genetics, and deep learning. Chao is also interested in some public datasets including Alzheimer’s Disease Neuroimaging Initiative [ADNI], The Osteoarthritis Initiative [OAI], UK Biobank [UKB], Adolescent Brain Cognitive Development [ABCD], and Human Connectome Project [HCP].

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Openings

Chao is looking for one or two highly motivated graduate students for Research Assistant positions. Please contact him through Email. You can also visit his office by appointment.