Deborah M. Stein - researchr alias

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Viewing Publication 1 - 7 from 7

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. jms, 41(1), 2017. [doi]

2015

Permutation entropy analysis of vital signs data for outcome prediction of patients with severe traumatic brain injuryKonstantinos Kalpakis, Shiming Yang, Peter Fu-Ming Hu, Colin F. Mackenzie, Lynn G. Stansbury, Deborah M. Stein, Thomas M. Scalea. cbm, 56:167-174, 2015. [doi]

2012

Outcome Prediction for Patients with Severe Traumatic Brain Injury Using Permutation Entropy Analysis of Electronic Vital Signs DataKonstantinos Kalpakis, Shiming Yang, Peter Fu-Ming Hu, Colin F. Mackenzie, Lynn G. Stansbury, Deborah M. Stein, Thomas M. Scalea. mldm 2012: 415-426 [doi]

Predicting Patient Outcomes from a Few Hours of High Resolution Vital Signs DataTim Oates, Colin F. Mackenzie, Lynn G. Stansbury, Bizhan Aarabi, Deborah M. Stein, Peter Fu-Ming Hu. icmla 2012: 192-197 [doi]

Exploiting Representational Diversity for Time Series ClassificationTim Oates, Colin F. Mackenzie, Deborah M. Stein, Lynn G. Stansbury, Joseph Dubose, Bizhan Aarabi, Peter Fu-Ming Hu. icmla 2012: 538-544 [doi]

Prediction of mortalityGymama Slaughter, Zach Kurtz, Marie desJardins, Peter Fu-Ming Hu, Colin F. Mackenzie, Lynn G. Stansbury, Deborah M. Stein. biocas 2012: 1-4 [doi]

Online Recovery of Missing Values in Vital Signs Data Streams Using Low-Rank Matrix CompletionShiming Yang, Konstantinos Kalpakis, Colin F. Mackenzie, Lynn G. Stansbury, Deborah M. Stein, Thomas M. Scalea, Peter Fu-Ming Hu. icmla 2012: 281-287 [doi]

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