Prediction of massive blood transfusion (MT) using pre-hospital vital signs. - Colin F. Mackenzie; Lynn G. Stansbury; Peter Fu-Ming Hu; John Hess; Chein-I Chang; Shi-Yu Chen; Melissa Binder; Kate Dupuis; Joseph Dubose (AMIA, 2012)

Prediction of mortality. - Gymama Slaughter; Zach Kurtz; Marie desJardins; Peter Fu-Ming Hu; Colin F. Mackenzie; Lynn G. Stansbury; Deborah M. Stein (BioCAS, 2012)

Predicting Patient Outcomes from a Few Hours of High Resolution Vital Signs Data. - Tim Oates 001; Colin F. Mackenzie; Lynn G. Stansbury; Bizhan Aarabi; Deborah M. Stein; Peter Fu-Ming Hu (ICMLA (2), 2012)

Exploiting Representational Diversity for Time Series Classification. - Tim Oates 001; Colin F. Mackenzie; Deborah M. Stein; Lynn G. Stansbury; Joseph Dubose; Bizhan Aarabi; Peter Fu-Ming Hu (ICMLA (2), 2012)

Online Recovery of Missing Values in Vital Signs Data Streams Using Low-Rank Matrix Completion. - Shiming Yang; Konstantinos Kalpakis; Colin F. Mackenzie; Lynn G. Stansbury; Deborah M. Stein; Thomas M. Scalea; Peter Fu-Ming Hu (ICMLA (1), 2012)

Outcome Prediction for Patients with Severe Traumatic Brain Injury Using Permutation Entropy Analysis of Electronic Vital Signs Data. - Konstantinos Kalpakis; Shiming Yang; Peter Fu-Ming Hu; Colin F. Mackenzie; Lynn G. Stansbury; Deborah M. Stein; Thomas M. Scalea (MLDM, 2012)

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; Colin F. Mackenzie; Lynn G. Stansbury; Deborah M. Stein; Thomas M. Scalea (Comput. Biol. Medicine, 2015)

Reliable Collection of Real-Time Patient Physiologic Data from less Reliable Networks: a "Monitor of Monitors" System (MoMs). - Peter Fu-Ming Hu; Shiming Yang; Hsiao-Chi Li; Lynn G. Stansbury; Fan Yang; George Hagegeorge; Catriona Miller; Peter Rock; Deborah M. Stein; Colin F. Mackenzie (J. Medical Syst., 2017)