Biomedical Natural Language Processing

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.

Michael Hogarth

Faculty Status
Active
Title
Assoc Physician Dipl
Email
mihogarth@ucsd.edu
Phone
(916) 817-9951
Track(s)
Biomedical Informatics
Department
Brief Research Description
Development of next generation public health information systems, terminology/ontology infrastructure in biomedical informatics, and developing systems that support clinical research at the point of care.

Jejo Koola

Faculty Status
Active
Title
Assistant Clinical Professor
Email
jkoola@ucsd.edu
Phone
(858) 246-2563
Track(s)
Biomedical Informatics
Department
Brief Research Description
Practicing internist in the field of hospital medicine and clinical informatics. Research focus is on using informatics tools (including predictive analytics, natural language processing, and information visualization) to improve the care of multi-morbid hospital patients.
Lab Description

Dr. Koola is a physician scientist specializing in Biomedical Informatics and Hospital Medicine. He specializes in the area of big data machine learning for predictive analytics. In particular, he is interested in using electronic health records to improve care delivery--particularly for patients with advanced liver disease. Using risk prediction models in a healthcare context requires understanding of: (i) the healthcare system of intended use; (ii) risk model building; (iii) risk model assessment; and (iv) risk model re-calibration. Additionally, Dr. Koola is interested in visual analytics, data modeling, and health services research.

Chun-Nan Hsu

Faculty Status
Inactive
Title
Associate Professor of Medicine
Email
chunnan@ucsd.edu
Phone
(858) 822-2690
Track(s)
Biomedical Informatics
Brief Research Description
Information extraction from biomedical literature and clinical notes by machine learning
Lab Description

My research focuses on solving natural language processing problems in biomedical sciences (bioNLP).

Charles Elkan

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