Deborah M. Stein

Exploiting Representational Diversity for Time Series Classification

Peter Fu-Ming Hu, Colin F. Mackenzie, Lynn G. Stansbury, 2012, 2012 11th International Conference on Machine Learning and Applications.

Predicting Patient Outcomes from a Few Hours of High Resolution Vital Signs Data

Peter Fu-Ming Hu, Colin F. Mackenzie, Lynn G. Stansbury, 2012, 2012 11th International Conference on Machine Learning and Applications.

Online Recovery of Missing Values in Vital Signs Data Streams Using Low-Rank Matrix Completion

Konstantinos Kalpakis, Shiming Yang, Peter Fu-Ming Hu, 2012, 2012 11th International Conference on Machine Learning and Applications.

Reliable Collection of Real-Time Patient Physiologic Data from less Reliable Networks: a “Monitor of Monitors” System (MoMs)

Shiming Yang, Peter Fu-Ming Hu, Colin F. Mackenzie, 2016, Journal of Medical Systems.

Permutation entropy analysis of vital signs data for outcome prediction of patients with severe traumatic brain injury

Konstantinos Kalpakis, Shiming Yang, Peter Fu-Ming Hu, 2015, Comput. Biol. Medicine.

Computational gene mapping to analyze continuous automated physiologic monitoring data in neuro-trauma intensive care

Shiming Yang, Lynn G. Stansbury, Deborah M. Stein, 2012, The journal of trauma and acute care surgery.