Thomas M. Scalea

According to our database, Thomas M. Scalea authored at least 4 papers between 2008 and 2015.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2015

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

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

Proceedings of the Machine Learning and Data Mining in Pattern Recognition, 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

Proceedings of the 11th International Conference on Machine Learning and Applications, 2012

2008

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

Proceedings of the AMIA 2008, 2008