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Cindy Marling, PhD

Associate Professor, Computer Science

Director, The SmartHealth Lab

School of Electrical Engineering and Computer Science

marling@ohio.edu

Ph.D., 1996, Computer Science, Case Western Reserve University

Personal Website

 

Research Interests

  

• Artificial intelligence in medicine
• Intelligent clinical decision support systems
• Machine learning models for blood glucose prediction

Selected Publications

• Marling, C., Wiley, M., Cooper, T., Bunescu, R., Shubrook, J. and F. Schwartz (2011). "The 4 Diabetes Support System: A Case Study in CBR Research and Development," in Case-Based Reasoning Research and Development: 19th International Conference on Case-Based Reasoning,  ICCBR 2011 Proceedings, Ram, A. and N. Wiratunga, eds., Springer, Berlin.
• Schwartz, F. L., Vernier, S. J., Shubrook, J. H. and C. R. Marling (2010). “Evaluating the Automated Blood Glucose Pattern Detection and Case-Retrieval Modules of the 4 Diabetes Support System,” Journal of Diabetes Science and Technology, 4(6):1563-1569.
• Schwartz, F. L., Shubrook, J. H. and C. R. Marling (2008). “Use of Case-Based Reasoning to Enhance Intensive Management of Patients on Insulin Pump Therapy,” Journal of Diabetes Science and Technology, 2(4):603–611.