Jinling Liu,
Assistant Professor & Co-Director, Center for Genetic Epidemiology and Bioinformatics
On This Page
About Jinling Liu
Dr. Liu’s Lab is currently recruiting Postdocs and PhD students. Please see the lab website below for details.
Teaching Profile
Courses Taught
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PHC7918 – Independent Study
College of Public Health and Health Professions
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PHC6937 – Special Topics in Public Health
College of Public Health and Health Professions
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PHC7594 – Genetic Epidemiology
College of Public Health and Health Professions
Research Profile
Dr. Jinling Liu is an Assistant Professor in the Department of Epidemiology housed in both College of Public Health and Health Professions and College of Medicine at the University of Florida (UF). She is also co-directing the UF Center for Genetic Epidemiology and Bioinformatics. Before joining UF, she was a faculty member in the Department of Engineering Management and Systems Engineering (EMSE) and Department of Biological Sciences at Missouri University of Science and Technology (Missouri S&T). Dr. Liu holds a Ph.D degree in Biology from the Pennsylvania State University as well as an MS degree in Biomedical Informatics from the University of Pittsburgh. Dr. Liu also completed a National Library of Medicine Postdoctoral Fellowship in Biomedical Informatics. She has extensive experience in big data analytics, systems biology, probabilistic graphical models, causal inference and machine learning.
Dr. Liu’s research interests lie in modeling the rapidly-accumulating big data (e.g., muti-omics) in biology and medicine for precision medicine via a variety of statistical and machine learning techniques – one of her projects along these lines has been recently funded by a prestigious NIH Career Development Award for young investigators. One main theme of her research is to infer from the multi-omics data the activation states of signaling pathways and utilize such information in precision medicine. She is committed to advancing precision medicine through her work. She is also collaborating with researchers in other domains for data analytics and decision making.
Liu lab has access to rich high-dimensional multi-omics data, including WGS, WES, DNA methylation, RNA-seq, proteomics, lipidomics and metabolomics in large-scale human populations. The lab is interested in integrating and mining the different types of data to understand the genomic causes and other biomarkers as well as the underlying signaling network for a variety of diseases including aging, cardiovascular diseases, brain diseases, cancer, et al., through novel statistical or deep learning methods development and application. If you are interested in data analytics, artificial intelligence, genetic epidemiology or precision medicine, please see the above Liu Lab website on how to apply. Feel free to direct any questions you may have to Dr. Liu through jinling.liu@ufl.edu.
Areas of Interest
- Aging
- Cancer
- Cardiovascular Disease
- Causal inference
- Genetic Epidemiology
- Machine Learning
Publications
Academic Articles
Presentations
Grants
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Investigation and deployment of novel Bayesian inference algorithms in CAVATICA for identifying genomic variants underlying congenital heart defects in Down syndrome individuals
Active
- Role:
- Principal Investigator
- Funding:
- NATL INST OF HLTH NHLBI
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A novel framework for estimating personalized genomic variants of hypertension for precision medicine
Active
- Role:
- Principal Investigator
- Funding:
- NATL INST OF HLTH NHLBI
Education
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MS in Biomedical Informatics
The University of Pittsburgh
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PhD in Biology
The Pennsylvania State University
Contact Details
- Business:
- (352) 294-8576
- Business:
- jinling.liu@ufl.edu
- Business Street:
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2004 MOWRY RD
GAINESVILLE FL 32610