Colin F. Mackenzie

Publication Activity (10 Years)

Years Active: 1996-2017
Publications (10 Years): 2

Top Topics

Matrix Completion

Traumatic Brain Injury

Continuous Monitoring

Top Venues

Comput. Biol. Medicine

J. Medical Syst.

Publications

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
Reliable Collection of Real-Time Patient Physiologic Data from less Reliable Networks: a "Monitor of Monitors" System (MoMs). J. Medical Syst. 41 (1) (2017)
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)
Shiming Yang, Peter Fu-Ming Hu, Yulei Wang, Amechi N. Anazodo, Catriona Miller, Raymond Fang, Stacy Shackelford, Colin F. Mackenzie
Design of Vendor-neutral Platform for Fast Prototype Model Verification and Deployment. AMIA (2014)
R. North, Peter Fu-Ming Hu, Shiming Yang, K. Frank, Colin F. Mackenzie
Real-world Respiratory Rate (RR) Signal Processing During Trauma Patient Resuscitation. AMIA (2013)
Gymama Slaughter, Zach Kurtz, Marie desJardins, Peter Fu-Ming Hu, Colin F. Mackenzie, Lynn G. Stansbury, Deborah M. Stein
Prediction of mortality. BioCAS (2012)
Tim Oates, Colin F. Mackenzie, Deborah M. Stein, Lynn G. Stansbury, Joseph Dubose, Bizhan Aarabi, Peter Fu-Ming Hu
Exploiting Representational Diversity for Time Series Classification. ICMLA (2) (2012)
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, Lynn G. Stansbury, Peter Fu-Ming Hu, John Hess, Chein-I Chang, Shi-Yu Chen, Melissa Binder, Kate Dupuis, Joseph Dubose
Prediction of massive blood transfusion (MT) using pre-hospital vital signs. AMIA (2012)
Tim Oates, Colin F. Mackenzie, Lynn G. Stansbury, Bizhan Aarabi, Deborah M. Stein, Peter Fu-Ming Hu
Predicting Patient Outcomes from a Few Hours of High Resolution Vital Signs Data. ICMLA (2) (2012)
Yan Xiao, Peter Fu-Ming Hu, Jacqueline A. Moss, Joost C. F. de Winter, Daan Venekamp, Colin F. Mackenzie, F. Jacob Seagull, Sherry Perkins
Opportunities and challenges in improving surgical work flow. Cogn. Technol. Work. 10 (4) (2008)
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)
Colin F. Mackenzie, Peter Fu-Ming Hu, Carsten Fausboll, Michael Nerlich, Thomas Benner, David Gagliano, Warren Whitlock, David Lam, Yan Xiao
Challenges to remote emergency decision-making for disasters or Homeland Security. Cogn. Technol. Work. 9 (1) (2007)
Eileen B. Entin, Jason Sidman, Gilbert Mizrahi, Barry Stewart, Fuji Lai, Lisa Neal, Colin F. Mackenzie, Yan Xiao
A Web-Based Teamwork Skills Training Program for Emergency Medical Teams. MMVR (2007)
Yan Xiao, Sara B. Kiesler, Colin F. Mackenzie, Marina Kobayashi, Cheryl L. Plasters, F. Jacob Seagull, Susan R. Fussell
Negotiation and conflict in large scale collaboration: a preliminary field study. Cogn. Technol. Work. 9 (3) (2007)
Peter Fu-Ming Hu, Gregory Defouw, Colin F. Mackenzie, Christopher Handley, Steve Seebode, Phil Davies, Douglas Floccare, Yan Xiao
What is happening to the patient during Pre-Hospital Trauma Care? AMIA (2006)
Yan Xiao, Colin F. Mackenzie
Introduction to the special issue on Video-based research in high risk settings: methodology and experience. Cogn. Technol. Work. 6 (3) (2004)
Colin F. Mackenzie, Yan Xiao, Richard Horst
Video task analysis in high performance teams. Cogn. Technol. Work. 6 (3) (2004)
Yan Xiao, F. Jacob Seagull, Colin F. Mackenzie, Katherine Klein
Adaptive leadership in trauma resuscitation teams: a grounded theory approach to video analysis. Cogn. Technol. Work. 6 (3) (2004)
Yan Xiao, Peter Fu-Ming Hu, F. Jacob Seagull, Colin F. Mackenzie, Jos de Visser, Peter A. Wieringa
Distributed planning and monitoring in a dynamic environment: trade-offs of information access and privacy. SMC (2003)
Yan Xiao, F. Jacob Seagull, Peter Fu-Ming Hu, Colin F. Mackenzie, Timothy B. Gilbert
Distributed monitoring and a video-based toolset. SMC (2003)
Jonathan M. Teich, Michael M. Wagner, Colin F. Mackenzie, Klaus O. Schafer
Brief Review: The Informatics Response in Disaster, Terrorism, and War. J. Am. Medical Informatics Assoc. 9 (2) (2002)
Yan Xiao, Caterina Lasome, Jacqueline A. Moss, Colin F. Mackenzie, Samer Faraj
Cognitive properties of a whiteboard: A case study in a trauma centre. ECSCW (2001)
Yan Xiao, David Gagliano, Marian LaMonte, Peter Fu-Ming Hu, Wade Gaasch, Ruwani Gunawadane, Colin F. Mackenzie
Design and evaluation of a real-time mobile telemedicine system for ambulance transport[1]Work reported here was partially supported by National Library of Medicine. J. High Speed Networks 9 (1) (2000)
Yan Xiao, Colin F. Mackenzie
Micro-theory methodology in critical incident analysis. SMC (1998)
Yan Xiao, David Gagliano, Marian LaMonte, Peter Fu-Ming Hu, Wade Gaasch, Ruwani Gunawadane, Colin F. Mackenzie
Design and Evaluation of a Real-Time Mobile Telemedicine System for Ambulance Transport. AMIA (1998)
Yan Xiao, William A. Hunter, Colin F. Mackenzie, Nicolas J. Jefferies, Richard L. Horst
Task Complexity in Emergency Medical Care and Its Implications for Team Coordination. Hum. Factors 38 (4) (1996)
Colin F. Mackenzie, Nicholas J. Jefferies, William A. Hunter, William Bernhard, Yan Xiao, The Lotas Group, Richard Horst
Comparison of Self-Reporting of Deficiencies in Airway Management with Video Analyses of Actual Performance. Hum. Factors 38 (4) (1996)