Hongyu Miao, M.S., Ph.D.
Biography
Dr.
Miao is tenured Professor of College of Nursing (CON), Professor of
Statistics (adjunct), the Associate Director of Brain Science and
Symptom Management Center (BSSMC), and the C-PSHE Director of Data
Science & Digital Intelligence (DSDI) at Florida State University
(2022-present).
With PhD in engineering and MS in biostatistics, his
expertise has been primarily developed in statistical learning,
network analysis, time series, and big complex data with applications
in digital health, clinical trials, systems biology, infectious
diseases, and neural development and disorders. He has led or been
leading 7 research projects as PI or Co-PI, including NSF/NIH funded
programs. He has collaborated with many biomedical/clinical
investigators on 20+ NIH funded projects, including multiple R01
awards and research center awards.
He previously served as the
Modeling Core Co-Director of the Center for Biodefense Immune
Modeling (CBIM, 2010-2015) and Associate Director for Biostatistics,
Bioinformatics and Computational Biology Core for the Center for AIDS
Research (CFAR, 2013-2015) at University of Rochester. He was the
Director of Data Science Education Program (DSEP) and the Director of
Biostatistics Collaboration and Data Service Center (CBCDS) at
UTHealth School of Public Health (2017-2021).
He has published 80+
peer-reviewed journal articles on both prestigious statistical,
artificial intelligence, and biomedical journals (e.g., JASA, AOS,
SIAM REV, IEEE TPAMI). He designed and/or implemented more than 15
clinical trials for drug/device development or N-of-1 individualized
interventions. He served or is serving on multiple
international/national conference committees, NIH/NSF grant review
panels, and he was the Associate Editor of BMC Systems Biology as
well as the former Secretary of Houston Chapter of the American
Statistical Association (HACASA, 2016-2020).
Also, Dr. Miao has
developed and taught more than 10 different courses, (co-)supervised
5 post-doctoral fellows, and (co-)mentored 20+ graduate students.
Contact Information
Duxbury Hall #411
98 Varsity Drive, Tallahassee, FL 32306
Office: (850) 644-5292
Fax: (850) 644-7660
Email: hmiao@fsu.edu
Education
09/08-03/11 |
M.S., Biostatistics and Computational Biology, University of Rochester, Rochester, NY, USA |
03/04-03/07 |
Ph.D., Mechanical Engineering, University of Rochester, Rochester, NY, USA |
09/02-03/04 |
M.S., Mechanical Engineering, University of Rochester, Rochester, NY, USA |
09/99-06/02 |
M.S., Engineering Mechanics, Tsinghua University, Beijing, China |
09/95-06/99 |
B.S., Engineering Mechanics, Tsinghua University, Beijing, China |
Research Interests
My research centers around excelling in statistical data learning of interpretable patterns and mechanisms for population and individual health improvement.
network analysis, time series & event analysis, decision process, dynamic system
machine learning, big healthcare data, data geometry and multimodality
digital health, clinical trial, neuroimaging, EHR/EMR, omics data
Teaching
Applied Multivariate Analysis
Introduction to Data Science
Generalized Linear Model
Computational Biology
Introduction to Biostatistics
Advanced Topics in Object Data Analysis
Computational Statistics
|
|