Publications

Our team of researchers actively publish in a variety of disciplines, including:

Data Mining and Machine Learning
Visual Analytics and Information Visualization
Medical Imaging
Text Analytics
Data Privacy and Security
Statistics
Wellness Systems

2012


American Medical Informatics Association Annual Symposium (AMIA)
Adam Perer, Jimeng Sun
American Medical Informatics Association Annual Symposium (AMIA)
Jimeng Sun, Jianying Hu, Dijun Luo, Marianthi Markatou, Fei Wang, Shahram Ebadollahi, Steven E. Steinhubl, Zahra Daar, Walter F. Stewart
American Medical Informatics Association Annual Symposium (AMIA)
Jianying Hu, Fei Wang, Jimeng Sun, Robert Sorrentino, Shahram Ebadollahi
American Medical Informatics Association Annual Symposium (AMIA)
David Gotz, Harry Starvropoulos, Jimeng Sun, Fei Wang
American Medical Informatics Association Annual Symposium (AMIA)
David Gotz, Krist Wongsuphasawat
SympGraph: A Framework for Mining Clinical Notes through Symptom Relation Graphs
18th ACM SIGKDD Int. Conf. on Knowledge Discovery and Data Mining (KDD)
Praikshit Sonhdi, Jimeng Sun, Hanghang Tong
18th ACM SIGKDD Int. Conf. on Knowledge Discovery and Data Mining (KDD)
Fei Wang, Noah Lee, Jianying Hu, Jimeng Sun, Shahram Ebadollahi
21st International Conference on Pattern Recognition (ICPR)
Fei Wang, Jianying Hu, Jimeng Sun
12th SIAM Data Mining Conference (SDM)
Dijun Luo, Fei Wang, Jimeng Sun, Marianthi Markatou, Jianying Hu, Shahram Ebadollahi
Journal of American Medical Informatics Association (JAMIA)
Parikshit Sondhi, Jimeng Sun, ChengXiang Zhai, Robert Sorrentino and Martin S. Kohn
IBM Journal of Development and Research
Marianthi Markatou, Prabani Kuruppumullage Don, Jianying Hu, Fei Wang, Jimeng Sun, Robert Sorrentino, Shahram Ebadollahi
Towards Personalized Care Coordination Service: Integrating Guideline-based Practice with Interactive Data-driven Analytics
Global Conference of Service Research and Innovation: Driving Innovation for IT Services
Hsueh, P., S. Ramakrishnan
Risk Mediation Service Cloud: Constructing Statistical Models of Adherence for Sustainable Care Coordination
ANNUAL SRII GLOBAL CONFERENCE
Hsueh, P., S. Ramakrishnan and H. Chang
Designing a Web-based Motivation Tool for Healthcare Compliance
Special Issues of Journal of Human Factors and Ergonomics in Manufacturing Service Industries
Raymund J. Lin, Sreeram Ramakrishnan, Henry Chang, Susan Spraragen, and Xinxin Zhu
Leveraging Social Media for Preventive Care–A Gamification System and Insights
The 24th European Medical Informatics Conference (MIE)
Raymund J. Lin, Xinxin Zhu
From Clinical Requirement to Personalized Wellness Decision Support: A Data-driven Framework for Computer-Supported Guideline Refinement
The 24th European Medical Informatics Conference (MIE)
Pei-Yun Hsueh, Ci-Wei Lan, Vincent Deng, Xinxin Zhu
Personalized Adherence Activity Recognition via Model-driven Sensor Data Assessment
The 24th European Medical Informatics Conference (MIE)
Hsiao, M., Hsueh, P., and S. Ramakrishnan
Telematics and Informatics
Hao-Ting Pai,Fan Wua, Xinxin Zhu, Pei-Yun Hsueh, Ya-Han Hu
Analyzing Users' Social Media Behaviors for Improving the Design of a Healthcare Compliance Website
IUI 2012 (2012 International Conference on Intelligent User Interfaces)
Raymund J. Lin, Xinxin Zhu
International Conference on Applied Human Factors and Ergonomics
R. J. Lin, S. Ramakrishnan, H. Chang, S. Spraragen, X. Zhu

2011


IEEE International Conference on Healthcare Informatics, Imaging and Systems Biology (HISB).
N Lee, A F Laine, J Hu, F Wang, J Sun, S Ebadollahi.
AAAI Conference on Artificial Intelligence.
F Wang, N Lee, J Sun, J Hu, S Ebadollahi.
ACM SIGKDD International Conference on Knowledge Discovery and Data Mining.
H Neuvirth, M Ozery-Flato, J Hu, J Laserson, M S Kohn, S Ebadollahi, M Rosen-Zvi.
American Heart Association Scientific Sessions.
S. R. Steinhubl, B. A. Williams, J. Sun, R. J. Byrd, Z. Daar, S. Ebadollahi, W. F. Stewart
IEEE International Conference on Data Mining (ICDM)
Nan Cao, David Gotz, Jimeng Sun, Yu-Ru Lin, and Huamin Qu
American Medical Informatics Association Annual Symposium (AMIA)
David Gotz, Jimeng Sun, Nan Cao, and Shahram Ebadollahi
IEEE Information Visualization (InfoVis)
Nan Cao, David Gotz, Jimeng Sun, and Huamin Qu
IEEE Information Visualization (InfoVis) Posters
Nan Cao, David Gotz, Jimeng Sun, Yu-Ru Lin, and Huamin Qu
IEEE VisWeek Workshop on Visual Analytics in Healthcare
Krist Wongsuphasawat and David Gotz
SIAM Conference on Data Mining
Fei Wang, Jimeng Sun, Jianying Hu, Shahram Ebadollahi
ACM Knowledge Discovery and Data Mining (KDD) 2011.
Liu Y., Hsueh, P. et al.
13th International Congress on Medical Informatics
Zeng, L., Hsueh, P., and X. Zhu.

2010


Engineering in Medicine and Biology Society (EMBC), International Conference of the IEEE.
D Sow, A Biem, J Sun, J Hu, S Ebadollahi
IEEE International Conference on Data Mining (ICDM).
J Sun, D Sow, J Hu, S Ebadollahi
International Conference on Pattern Recognition (ICPR).
J Sun, D Sow, J Hu, S Ebadollahi
American Medical Informatics Association Annual Symposium (AMIA) Posters
Jimeng Sun, David Gotz, and Nan Cao
IEEE Information Visualization (InfoVis)
Nan Cao, Jimeng Sun, Yu-Ru Lin, David Gotz, Shixia Liu and Huamin Qu
International Conference of the IEEE Engineering in in Medicine and Biology Society (EMBC)
Jimeng Sun, David Gotz, Nan Cao
UIUC-IBM at ImageCLEF 2010
Parikshit Sondhi, Jimeng Sun, ChengXiang Zhai, Robert Sorrentino, Martin S. Kohn, Shahram Ebadollahi, Yanen Li
IEEE International Conference of Collaborative Computing
Hsueh, P., Lin, R., Hsiao, J., Zeng, L., Ramakrishnan, S. and Chang, H.
IEEE/INFORMS International Conference on Service Operations and Logistics, and Informatics (SOLI 2010)
Zeng, L., Hsueh, P., Chang, H., Chung, C., and Huang R.

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