Automatic Pre-Hospital Vital Signs Waveform and Trend Data Capture Fills Quality Management, Triage and Outcome Prediction Gaps. - Colin F. Mackenzie; Peter Fu-Ming Hu; Ayan Sen; Richard P. Dutton; Steve Seebode; Douglas Floccare; Thomas M. Scalea (AMIA, 2008)

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)