Privacy Technology, Data Sharing, and Big Data Analytics

Tsung-Ting Kuo

Faculty Status
Active
Title
Assistant Professor
Email
tskuo@ucsd.edu
Track(s)
Biomedical Informatics
Brief Research Description
Blockchain Technologies, Machine Learning, Natural Language Processing
Lab Description

Dr. Tsung-Ting Kuo is an Assistant Professor of Medicine in University of California San Diego (UCSD) Health Department of Biomedical Informatics (DBMI). He is mainly conducting blockchain-based biomedical, healthcare and genomic studies. His research focuses on blockchain technologies, machine learning, and natural language processing.

Shuang Wang

Faculty Status
Inactive
Title
Assistant Professor
Email
shw070@ucsd.edu
Phone
(858) 246-1468
Track(s)
Biomedical Informatics
Department
Brief Research Description
Data Privacy, Pattern recognition and Machine Learning, GPU based high performace computing, Source/Channel coding, Image/signal processing

Staal Vinterbo

Faculty Status
Inactive
Title
Associate Adjunct Professor
Email
svinterbo@ucsd.edu
Phone
(858) 822-4388
Track(s)
Biomedical Informatics
Brief Research Description
Methods for synthesis and adaptation of predictive models.
Methods for disclosure control in disseminated data.

Lucila Ohno-Machado

Faculty Status
Active
Title
Professor
Email
machado@ucsd.edu
Phone
(858) 822-4931
Track(s)
Biomedical Informatics
Brief Research Description
Biomedical Informatics, predictive modeling, biomedical data analytics

Yoav Freund

Faculty Status
Inactive
Title
Professor
Email
yfreund@ucsd.edu
Track(s)
Biomedical Informatics
Brief Research Description
Machine learning, computational statistics
Lab Description

My main area of research is computational learning theory and the related areas in probability theory, information theory, statistics and pattern recognition. I work on applications of machine learning algorithms in big data, computer vision, human computer interaction and online education.

If you are a masters or undergrad student and you are interested in doing a project in data analysis, please consult the Matchpoint Page.

If you are interested in applying to be a PhD student, I am looking for students with a strong background in math/physics/signal processing/statistics that are interested in big data analysis and in programming. Please email me the list of relevant courses and your grades in them. If you have completed an original data analysis project, send me the link to the github repository. In the title to the email write "application for a data science PhD."

Charles Elkan

Faculty Status
Inactive
Title
Professor
Email
celkan@ucsd.edu
Phone
(858) 534-8897
Track(s)
Biomedical Informatics
Brief Research Description
Artificial Intelligence