Deborah M. Stein

According to our database, Deborah M. Stein authored at least 7 papers between 2012 and 2017.

Collaborative distances:

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

2017

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

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

Exploiting Representational Diversity for Time Series Classification.

Tim Oates, Colin F. Mackenzie, Deborah M. Stein, Lynn G. Stansbury, Joseph Dubose, Bizhan Aarabi, Peter Fu-Ming Hu

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

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

Tim Oates, Colin F. Mackenzie, Lynn G. Stansbury, Bizhan Aarabi, Deborah M. Stein, Peter Fu-Ming Hu

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

Prediction of mortality.

Gymama Slaughter, Zach Kurtz, Marie desJardins, Peter Fu-Ming Hu, Colin F. Mackenzie, Lynn G. Stansbury, Deborah M. Stein

Proceedings of the 2012 IEEE Biomedical Circuits and Systems Conference, 2012