Research Area
Predictive Analytics in Mechanical Ventilation

PhD Student
2014-Present

Monica is interested in utilizing epidemiological principles to tame big data obtained from clinical settings. Specifically, she hopes to study the relationships between clinical outcomes and mechanical ventilator events in the critical care environment. She previously served as a Co-Director of Flu Crew and Knights Landing One Health Clinic. In her spare time, Monica likes to explore new places with her family, create art, and run.

Presentations:
Lieng M.K., Kuhn B.T., Delplanque J, Anderson, N.R., Adams J.Y., “Development of a pipeline for automated ventilator waveform analysis.” WAFMR, Carmel, CA, Jan 29th, 2015.
Sing, K., Apostolides, J.K., Hunt, D.J., Close, N.C. “The effect of short messaging service (SMS) use for subject compliance in clinical trials”. Society for Clinical Trials Annual Meeting, Vancouver, BC Canada, May 16th, 2011

Publications: 
Yan Nei Law ; Monica Keiko Lieng ; Jingmei Li and David Aik-Aun Khoo
Automated breast tissue density assessment using high order regional texture descriptors in mammography, Proc. SPIE 9035, Medical Imaging 2014: Computer-Aided Diagnosis, 90351Q (March 24, 2014); doi:10.1117/12.2043332;