Thomas M. Scalea

Publication Activity (10 Years)

Years Active: 2008-2015
Publications (10 Years): 0

Top Topics

Matrix Completion

Traumatic Brain Injury

Continuous Monitoring

Top Venues

Comput. Biol. Medicine

Publications

Konstantinos Kalpakis, Shiming Yang, Peter Fu-Ming Hu, Colin F. Mackenzie, Lynn G. Stansbury, Deborah M. Stein, Thomas M. Scalea
Permutation entropy analysis of vital signs data for outcome prediction of patients with severe traumatic brain injury. Comput. Biol. Medicine 56 (2015)
Konstantinos Kalpakis, Shiming Yang, Peter Fu-Ming Hu, Colin F. Mackenzie, Lynn G. Stansbury, Deborah M. Stein, Thomas M. Scalea
Outcome Prediction for Patients with Severe Traumatic Brain Injury Using Permutation Entropy Analysis of Electronic Vital Signs Data. MLDM (2012)
Shiming Yang, Konstantinos Kalpakis, Colin F. Mackenzie, Lynn G. Stansbury, Deborah M. Stein, Thomas M. Scalea, Peter Fu-Ming Hu
Online Recovery of Missing Values in Vital Signs Data Streams Using Low-Rank Matrix Completion. ICMLA (1) (2012)
Colin F. Mackenzie, Peter Fu-Ming Hu, Ayan Sen, Richard P. Dutton, Steve Seebode, Douglas Floccare, Thomas M. Scalea
Automatic Pre-Hospital Vital Signs Waveform and Trend Data Capture Fills Quality Management, Triage and Outcome Prediction Gaps. AMIA (2008)