UC Spark

Dr Dominic Savio Lee

Mathematics and Statistics

Fields of Research

  • Bayesian statistics
  • Computational statistics
  • Engineering statistics
  • Nonparametric statistics
  • Signal and image processing

Researcher Summary

Research interests include computational, Bayesian and nonparametric statistics, with applications in medical research, signal processing and image processing.

Subject Area: Disciplines

Research Groups

Key Methodologies

  • Bootstrap
  • Kernel density estimation
  • Kernel regression
  • Markov chain Monte Carlo
  • Perfect sampling
  • Particle filters
  • Sequential Monte Carlo

Affiliations

Publications


  • Lee, D.S. and Priebe, C.E. (2012) Bayesian vertex nomination. Kyoto, Japan: 11th World Meeting of the International Society for Bayesian Analysis (ISBA 2012), 25-29 Jun 2012. (Conference Contribution - Poster presentation)
  • Lee, D.S. and Priebe, C.E. (2012) Bayesian vertex nomination. Johns Hopkins University. 25pp. (Technical Report)
  • Zhao, X., Lee, D., Reale, M., Oxley, L. and Scarrott, C. (2011) A Dirichlet process mixture model in fitting peaks over threshold. University of London, UK: 4th International Conference on Computing & Statistics (ERCIM'11), 17-19 Dec 2011. (Conference Contribution - Oral presentation)
  • MacDonald, A., Scarrott, C.J., Lee, D., Darlow, B., Reale, M. and Russell, G. (2011) A Flexible Extreme Value Mixture Model. Computational Statistics and Data Analysis 55(6): 2137-2157. http://dx.doi.org/10.1016/j.csda.2011.01.005. (Journal Article)
  • Lee, D.S., Zahari, M., Russell, G., Darlow, B.A., Scarrott, C.J. and Reale, M. (2011) An Exploratory Investigation of Some Statistical Summaries of Oximeter Oxygen Saturation Data from Preterm Babies. IRSN Pediatrics 2011: Article ID 296418. http://dx.doi.org/10.5402/2011/296418. (Journal Article)
  • Parente, J.D., Lin, J., Shaw, G.M., Lee, D.S. and Chase, J.G. (2011) Bedside clinical data provide an hourly and accurate biomarker for severe sepsis classification. Taupo, New Zealand: Australia-New Zealand Intensive Care Society (ANZICS) ASM, 31 Mar-1 Apr 2011. (Conference Contribution - Abstract)
  • Lin, J., Parente, J.D., Chase, J.G., Shaw, G.M., Blakemore, A.J., LeCompte, A.J., Pretty, C., Razak, N.N., Lee, D.S., Hann, C.E. and Wang, S-H. (2011) Development of a model-based clinical sepsis biomarker for critically ill patients. Computer Methods and Programs in Biomedicine (102): 149-155. http://dx.doi.org/10.1016/j.cmpb.2010.04.002. (Journal Article)
  • Innes, C.R.H., Lee, D., Chen, C., Ponder-Sutton, A.M., Melzer, T.R. and Jones, R.D. (2011) Do complex models increase prediction of complex behaviours? Predicting driving ability in people with brain disorders. Quarterly Journal of Experimental Psychology 64(9): 1714-1725. http://dx.doi.org/10.1080/17470218.2011.555821. (Journal Article)
  • Scarrott, C.J., MacDonald, A. and Lee, D.S. (2011) Flexible Extreme Value Mixture Modeling - Towards a Black Box? University of Lyon, Lyon, France: 7th Conference on Extreme Value Analysis, Probabilistic and Statistical Models and their Applications, 27 Jun-1 Jul 2011. (Conference Contribution - Poster presentation)
  • Scarrott, C.J., MacDonald, A. and Lee, D.S. (2011) Flexible Extreme Value Mixture Modelling. Galway, Ireland: 31st Conference of Applied Statistics in Ireland (CASI 2011), 18-20 May 2011. (Conference Contribution - Oral presentation)
  • Scarrott, C., MacDonald, A. and Lee, D. (2011) Modelling non-stationary extremal behaviour via mixture modelling. University of London, UK: 4th International Conference on Computing & Statistics (ERCIM'11), 17-19 Dec 2011. (Conference Contribution - Oral presentation)
  • Scarrott, C.J., MacDonald, A., Lee, D.S. and Reale, M. (2011) Non-stationary extreme value mixture modelling. Ascona, Switzerland: Environmental Risk and Extreme Events, 10-15 Jul 2011. (Conference Contribution - Oral presentation)
  • Scarrott, C.J., MacDonald, A. and Lee, D.S. (2011) Non-Stationary Extreme Value Mixture Modelling. Durham University, UK: Statistics Seminars, 17 Oct 2011. (Oral Presentation)
  • Scarrott, C., MacDonald, A., Lee, D.S. and Reale, M. (2011) Non-stationary Extreme Value Mixture Modelling with Application to Pollution Modelling. Ecole Polytechnique Federale de Lausanne (EPFL), Switzerland: EPFL Statistics Seminar, 10 Nov 2011. (Oral Presentation)
  • Scarrott, C.J., MacDonald, A., Zhao, X., Lee, D., Reale, M. and Oxley, L. (2011) Tails of a Statistical Extremist. National University of Ireland Galway, Ireland: Mathematics, Statistics and Applied Mathematics Seminar, 9 Jun 2011. (Oral Presentation)
  • Parente, J.D., Lee, D.S., Lin, J., Chase, J.G. and Shaw, G.M. (2010) A Fast and Accurate Diagnostic Test for Severe Sepsis Using Kernel Classifiers. Coventry, UK: UKACC International Conference on CONTROL 2010, 7-10 Sep 2010. (Conference Contribution - Full conference paper)
  • Parente, J.D., Lee, D., Lin, J., Chase, J.G. and Shaw, G.M. (2010) A fast and accurate diagnostic test for severe sepsis using model-based insulin sensitivity and clinical data. Paris, France: Sepsis 2010, 1-3 Sep 2010. In Critical Care 14(Supplement 2) P13. http://dx.doi.org/10.1186/cc9116. (Conference Contribution - Poster presentation)
  • Parente, J.D., Lee, D., Lin, J., Chase, J.G. and Shaw, G.M. (2010) An Hourly and Accurate Model-Based Insulin Sensitivity Clinical Biomarker for Sepsis in Critical Care Patients. Christchurch, New Zealand: Health Research Society of Canterbury (HRSC) Seminar Series, 26 Mar 2010. (Conference Contribution - Abstract)
  • Lee, D., Darlow, B. and Zahari, M. (2010) Bayesian nonparametric modelling of risk factors for retinopathy of prematurity. Benidorm, Spain: 9th Valencia International Meeting on Bayesian Statistics/2010 World Meeting of the International Society for Bayesian Analysis (ISBA), 3-8 Jun 2010. (Conference Contribution - Poster presentation)
  • Le Compte, A.J., Lee, D.S., Chase, J.G., Lin, J., Lynn, A. and Shaw, G.M. (2010) Blood Glucose Prediction Using Stochastic Modeling in Neonatal Intensive Care. IEEE Transactions on Biomedical Engineering 57(3): 509-518. http://dx.doi.org/10.1109/TBME.2009.2035517. (Journal Article)
  • Bradley, B.A. and Lee, D.S. (2010) Component correlations in structure-specific seismic loss estimation. Earthquake Engineering and Structural Dynamics 39(3): 237-258. http://dx.doi.org/10.1002/eqe.937. (Journal Article)
  • Parente, J.D., Lee, D.S., Lin, J., Chase, J.G. and Shaw, G.M. (2010) Diagnostic test properties of a model-based clinical biomarker for sepsis in critical care. Munich, Germany: 8th World Congress on Trauma, Shock, Inflammation and Sepsis (TSIS 2010), 9-13 Mar 2010. (Conference Contribution - Abstract)
  • Innes, C.R.H., Lee, D., Chen, C., Ponder-Sutton, A. and Jones, R.D. (2010) Different models for predicting driving performance in people with brain disorders. Buenos Aires, Argentina: 32nd Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), 31 Aug-4 Sep 2010. 5226-5229. http://dx.doi.org/10.1109/IEMBS.2010.5626280. (Conference Contribution - Paper in published proceedings)
  • Parente, J.D., Lee, D.S., Lin, J., Chase, J.G. and Shaw, G.M. (2010) Kernel density estimates to diagnose sepsis in critical care patients. Queenstown, New Zealand: 46th Applied Mathematics Conference (ANZIAM 2010), 31 Jan-4 Feb 2010. (Conference Contribution - Abstract)
  • MacDonald, A., Scarrott, C.J. and Lee, D.S. (2010) Semi-parametric modelling for extremes with threshold estimation. Glasgow, UK: International Workshop on Statistical Modelling, 5-9 Jul 2010. (Conference Contribution - Paper in published proceedings)
  • Teng, G., Harlow, J., Lee, D. and Sainudiin, R. (2010) Statistical regular sub-pavings for multivariate density estimation. Benidorm, Spain: Ninth Valencia International Meeting on Bayesian Statistics/2010 World Meeting of the International Society for Bayesian Analysis, 3-8 Jun 2010. (Conference Contribution - Poster presentation)
  • Teng, G., Harlow, J., Lee, D. and Sainudiin, R. (2010) Statistical Regular Sub-pavings for Multivariate Density Estimation of Massive Data. Goulburn, Australia: Centre for Statistical and Survey Methodology Fellows Research Meeting, Goulburn 13, 21 Jul 2010. (Conference Contribution - Oral presentation)
  • MacDonald, A., Scarrott, C. and Lee, D. (2009) Bayesian Inference for an Extreme Value Mixture Model. University of Newcastle, Callaghan, Australia: 3rd Annual ASEARC Research Conference, 7-8 Dec 2009. (Conference Contribution - Paper in published proceedings)
  • LeCompte, A.J., Lynn, A.M., Chase, J.G., Shaw, G.M., Lin, J., Hann, C.E. and Lee, D.S. (2009) Blood Glucose Control in Preterm VLBW Infants Using Model-based Methods. Christchurch, New Zealand: 29th Annual Scientific Meeting of the Perinatal Society of New Zealand, 16 Oct 2009. (Conference Contribution - Full conference paper)
  • Lin, J., Parente, J.D., Chase, J.G., Shaw, G.M., Blakemore, A., Le Compte, A.J., Pretty, C., Razak, N., Lee, D., Hann, C.E. and Wang, S.H. (2009) Development of a Model-Based Clinical Sepsis Biomarker for Critically Ill Patients. Aalborg, Denmark: 7th IFAC Symposium on Modelling and Control in Biomedical Systems (MCBMS 09), 12-14 Aug 2009. (Conference Contribution - Full conference paper)
  • Parente, J.D., Lee, D.S., Lin, J., Chase, J.G. and Shaw, G.M. (2009) Diagnostic Test Properties of a Model-Based Clinical Biomarker for Sepsis in Critical Care Patients. Victoria University, Wellington, New Zealand: New Zealand Postgraduate Conference (NZPGC), 20-21 Nov 2009. (Conference Contribution - Oral presentation)
  • Zahari, M., Lee, D., Russell, G., Darlow, B., Scarrott, C. and Reale, M. (2009) Identifying unstable preterm infants using measures of oxygen saturation in different behavioural states. Taupo, New Zealand: International Biometric Society Australasian Region Conference 2009: Biometrics on the Lake, 29 Nov–3 Dec 2009. (Conference Contribution - Poster presentation)
  • LeCompte, A.J., Lynn, A., Chase, J.G., Lee, D.S., Wong, X.W., Lin, J. and Hann, C.E. (2009) Model-based targeted control with stochastic forecasting for regulation of glycemia in ELBW neonates. San Francisco, CA, USA: 9th Annual Diabetes Technology Meeting, 5-7 Nov 2009. (Conference Contribution - Abstract)
  • Le Compte, A.J., Lynn, A., Chase, J.G., Shaw, G.M., Russel, G., Blakemore, A., Lee, D.S. and Wong, X.W. (2009) Neonatal Glycemic Control: Model Validation and In Silico Virtual Patient Trials. Bethesda, MD, USA: 8th Annual Diabetes Technology Meeting, 13-15 Nov 2008. In Journal of Diabetes Science and Technology 3(2) A100. (Conference Contribution - Abstract)
  • MacDonald, A., Scarrott, C.J. and Lee, D.S. (2009) Quantile estimation using extreme value mixture models with application. Wellington, New Zealand: New Zealand Statistical Association, 2-3 Sep 2009. (Conference Contribution - Oral presentation)
  • Bradley, B.A., Dhakal, R.P., Cubrinovski, M., MacRae, G.A. and Lee, D.S. (2009) Seismic loss estimation for efficient decision making. Bulletin of the New Zealand Society of Earthquake Engineering 42(2): 96-110. (Journal Article)
  • Harlow, J., Lee, D., Sainudiin, R. and Teng, G. (2009) Statistical Regular Sub-pavings in Multi-variate Density Estimation. Department of Mathematics, Uppsala University, Sweden: Computer-aided Proofs in Analysis Seminar Series, 16 Dec 2009. (Oral Presentation)
  • Moorhead, K.T., Lee, D.S., Chase, J.G., Moot, A.R., Ledingham, K., Scotter, J., Allardyce, R., Sentilomohan, S.T. and Endre, Z. (2008) Classifying algorithms for SIFT-MS technology and medical diagnosis. Computer Methods and Programs in Biomedicine 89(3): 226-238. http://dx.doi.org/10.1016/j.cmpb.2007.11.011. (Journal Article)
  • Lee, D. (2008) Exact Markov Chain Monte Carlo algorithms and their applications in probabilistic data analysis and inference. In H-F. Wang (Ed.), Intelligent Data Analysis: Developing New Methodologies Through Pattern Discovery and Recovery: 161-183. New York: IGI Publishing. (Chapter in Book)
  • Bentley, J., Lee, D. and Robert, C. (2008) Gibbs CFTP and Bayesian variable selection. Hamilton Island, Australia: 9th World Conference of the International Society for Bayesian Analysis (ISBA 2008), 21-25 Jul 2008. (Conference Contribution - Poster presentation)
  • Chase, J.G., Shaw, G., Le Compte, A., Lonergan, T., Willacy, M., Wong, X-W., Lin, J., Lotz, T., Lee, D. and Hann, C. (2008) Implementation and evaluation of the SPRINT protocol for tight glycaemic control in critically ill patients: a clinical practice change. Critical Care 12(2): R49. http://dx.doi.org/10.1186/cc6868. (Journal Article)
  • Zahari, M., Lee, D.S., Russell, G., Scarrott, C., Reale, M., Tunnicliffe-Wilson, G., Zhao, X. and MacDonald, A. (2008) Quantifying blood oxygen levels in preterm infants using coefficient of variation. Melbourne, Australia: 19th Biennial Australian Statistical Conference (ASC2008), 30 Jun–3 Jul 2008. (Conference Contribution - Oral presentation)
  • MacDonald, A., Scarrott, C.J., Lee, D.S., Reale, M., Russell, G., Zahari, M. and Zhao, X. (2008) Quantile estimation using extreme value mixture model with application to neonatal physiological measurements. Melbourne, Australia: 19th Biennial Australian Statistical Conference (ASC2008), 30 Jun-3 Jul 2008. (Conference Contribution - Poster presentation)
  • Bradley, B.A., Dhakal, R.P., Cubrinovski, M., MacRae, G.A. and Lee, D.S. (2008) Seismic loss estimation for efficient decision making. Wairakei, New Zealand: 2008 New Zealand Society of Earthquake Engineering Conference (NZSEE 2008), 11-13 Apr 2008. In 2008 NZSEE Conference Proceedings Paper 32. http://db.nzsee.org.nz/2008/Paper32.pdf. (Conference Contribution - Paper in published proceedings)
  • Lin, J., Lee, D.S., Chase, J.G., Shaw, G.M., LeCompte, A.J., Lotz, T., Wong, X.W., Lonergan, T. and Hann C.E. (2008) Stochastic modelling of insulin sensitivity and adaptive glycemic control for critical care. Computer Methods and Programs in Biomedicine 89(2): 141-152. http://dx.doi.org/10.1016/j.cmpb.2007.04.006. (Journal Article)
  • Endre, Z., Moorhead, K., Storer, M., Hu, W-P., Dean, J., Logan, K., Allardyce, R., Ledingham, K., McGregor, D., Senthilmohan, S., Lee, D., Scotter, J. and Chase, J.G. (2007) Breath Ammonia Reduction Ratio (ARR) Measures Dialysis Efficacy. San Francisco, CA, USA: American Society of Nephrology (ASN) Renal Week 2007, 31 Oct-5 Nov 2007. (Conference Contribution - Poster presentation)
  • Moorhead, K.T., Lee, D., Chase, J.G., Moot, A.R., Ledingham, K.M., Scotter, J., Allardyce, R.A., Senthilmohan, S.T. and Endre, Z. (2007) Classification Algorithms for SIFT-MS Medical Diagnosis. Lyon, France: 29th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC 2007), 23-26 Aug 2007. In Proceedings of the 29th Annual International Conference of the IEEE EMBS 5178-5181. http://dx.doi.org/10.1109/IEMBS.2007.4353508. (Conference Contribution - Paper in published proceedings)
  • Chase, J.G., Shaw, G.M., LeCompte, A., Lee, D.S., Lonergan, T., Willacy, M., Wong, X.W., Lin, J., Lotz, T. and Hann, C.E. (2007) Intensive Insulin Therapy and the Artificial Pancreas in Critical Care - Pitfalls? Practicalities and Performance. San Francisco, CA, USA: 7th Annual Diabetes Technology Meeting, 25-27 Oct 2007. (Conference Contribution - Full conference paper)
  • Zhao, X., Hou, Q., Reale, M., Scarrott, C., Russell, G., Lee, D., Tunnicliffe-Wilson, G., MacDonald, A. and Zahari, M. (2007) Stochastic volatility of oxygen concentration in preterm infants. Brisbane, Australia: Workshop on Non-linear and Complex System Analysis, 27-29 Sep 2007. (Conference Contribution - Oral presentation)
  • Chase, J.G., Shaw, G.M., Le Compte, A., Lee, D.S., Lonergan, T., Willacy, M., Wong, X.W., Lin, J., Lotz, T. and Hann, C. (2007) Tight Glycaemic Control in Critical Care Using Insulin and Nutrition - the SPRINT Protocol. Diabetes Science and Technology 1(2): A22. (Journal Article)
  • Lee, D.S., Roscoe, J. and Russell, G. (2006) Developing Hidden Markov Models for Aiding the Assessment of Preterm Babies' Health. Singapore: International Conference on Biomedical and Pharmaceutical Engineering (ICBPE 2006), 11-14 Dec 2006. (Conference Contribution - Full conference paper)
  • Chase, J.G., Lin, J., Lee, D., Shaw, G.M., Lotz, T., Hann, C.E. and Wong, J. (2006) Modelling Stochastic Insulin Sensitivity Variability in Critical Care. Christchurch, New Zealand: Canterbury Health Research Conference, 26-27 Aug 2005. In New Zealand Medical Journal 119(1231) 125. http://www.hrsc.org.nz/conference/downloads/2005_programme.pdf. (Conference Contribution - Abstract)
  • Rudge, A.D., Chase, J.G., Shaw, G.M., Lee, D.S. and Hann, C.E. (2006) Parameter identification and sedative sensitivity analysis of an agitation-sedation model. Computer Methods and Programs in Biomedicine 83(3): 211-221. http://dx.doi.org/10.1016/j.cmpb.2006.06.011. (Journal Article)
  • Rudge, A.D., Chase, J.G., Shaw, G.M. and Lee, D. (2006) Physiological modelling of agitation-sedation dynamics including endogenous agitation reduction. Medical Engineering and Physics 28(7): 629-638. http://dx.doi.org/10.1016/j.medengphy.2005.10.008. (Journal Article)
  • Chase, J.G., Lin, J., Lee, D.S., Wong, J., Hann, C.E. and Shaw, G.M. (2006) Stochastic insulin sensitivity models for tight glycaemic control. Reims, France: 6th IFAC Symposium on Modelling and Control in Biomedical Systems (Including Biological Sciences) (MCBMS'06), 19-22 Sep 2006. In Modelling and Control in Biomedical Systems 2006 (including Biological Systems) 345-350. (Conference Contribution - Paper in published proceedings)
  • Lin, J., Lee, D., Chase, J.G., Shaw, G.M., Hann, C.E., Lotz, T. and Wong, J. (2006) Stochastic modelling of insulin sensitivity variability in critical care. Biomedical Signal Processing & Control 1(3): 229-242. http://dx.doi.org/10.1016/j.bspc.2006.09.003. (Journal Article)
  • Chase, J.G., Shaw, G., Le Compte, A., Lee, D., Lonergan, T., Willacy, M., Wong, X-W., Lin, J., Lotz, T. and Hann, C. (2006) Tight Glycaemic Control in Critical Care Using Insulin and Nutrition - the SPRINT Protocol. Atlanta, GA, USA: 6th Annual Diabetes Technology Meeting of the Diabetes Technology Society, 2-4 Nov 2006. (Conference Contribution - Abstract)
  • Lotz, T.F., Chase, J.G., McAuley, K.A., Lee, D.S., Lin, J., Hann, C.E. and Mann, J.I. (2006) Transient and Steady-State Euglycemic Clamp Validation of a Model for Glycemic Control and Insulin Sensitivity Testing. Diabetes Technology & Therapeutics 8(3): 338-346. (Journal Article)
  • Lee, D.S., Rudge, A.D., Chase, J.G. and Shaw, G.M. (2005) A New Model Validation Tool Using Kernel Regression and Density Estimation. Computer Methods and Programs in Biomedicine 80(1): 75-87. (Journal Article)
  • Lee, D.S., Russell, G., Reale, M., Tunnicliffe-Wilson, G. and Roscoe, J. (2005) Analysing physiological signals from preterm babies. Wellington, New Zealand: 2nd Workshop on Hidden Markov Models and Complex Systems, 5-8 Dec 2005. (Conference Contribution - Oral presentation)
  • Lee, D.S., Iyengar, S., Czanner, G. and Roscoe, J. (2005) Bayesian wavelet representation of neuron signals via perfect sampling. Bormio, Italy: 2nd IMS-ISBA Joint Meeting, January 12-14 2005. (Conference Contribution - Poster presentation)
  • Rudge, A.D., Chase, J.G., Shaw, G.M. and Lee, D.S. (2005) Derivative-focused control of agitation-sedation dynamics in critically ill patients. Singapore: 12th International Conference on Biomedical Engineering, 7-10 Dec 2005. (Conference Contribution - Full conference paper)
  • Shaw, G.M., Chase, J.G., Lee, D.S., Hooper, E., Rudge, A.D. and Agogue, F. (2005) Emerging Methods for Sedation and Agitation Management in Critical Illness. Phoenix, AZ, USA: 34th Critical Care Congress, Society of Critical Care Medicine (SCCM), 15-19 Jan 2005. 1 p. (Conference Contribution - Other)
  • Shaw, G.M., Chase, J.G., Lee, D.S., Hooper, E., Rudge, A.D. and Agogue, F. (2005) Emerging Methods for Sedation and Agitation Management in Critical Illness. Critical Care Medicine 32(12): A97. (Journal Article)
  • Chase, J.G., Rudge, A.D., Lee, D.S. and Shaw, G.M. (2005) H-infinity control analysis of patient agitation management in the critically ill. International Journal of Intelligent Systems Technologies and Applications 1(1/2): 111-125. (Journal Article)
  • Rudge, A.D., Chase, J.G., Shaw, G.M., Lee, D.S., Wake, G.C., Hudson, I. and Johnston, L. (2005) Impact of control on agitation-sedation dynamics. Control Engineering Practice 13(9): 1139-1149. (Journal Article)
  • Lee, D.S. and Bell, G. (2005) Introduction to particle filters and an application in change-point detection. Christchurch, New Zealand: Statistics and Probability in Communications Engineering (SPICE 2005), 1 Sep 2005. (Conference Contribution - Oral presentation)
  • Shaw, G.M., Chase, J.G., Lee, D.S., Bloomfield, M., Doran, C.V., Lin, J. and Lotz, T. (2005) Peak and Range of Blood Glucose Are Also Associated With ICU Mortality. Phoenix, AZ, USA: 34th Critical Care Congress, Society of Critical Care Medicine (SCCM), 15-19 Jan 2005. 1 p. (Conference Contribution - Other)
  • Rudge, A.D., Chase, J.G., Lee, D.S. and Shaw, G.M. (2005) Physiologically-based model of agitation-sedation dynamics in critically ill patients incorporating endogenous agitation reduction. Singapore: 12th International Conference on Biomedical Engineering, 7-10 Dec 2005. (Conference Contribution - Full conference paper)
  • Lin, J., Lee, D., Chase, J.G., Shaw, G.M., Hann, C.E., Lotz, T. and Wong, X.W. (2005) Stochastic Modelling of Insulin Sensitivity Variability in Critical Care. Singapore: 12th International Conference On Biomedical Engineering, 7-10 Dec 2005. 4A1-05 4 pp. http://www.icbme.org/. (Conference Contribution - Paper in published proceedings)
  • Rudge, A.D., Shaw, G.M., Chase, J.G. and Lee, D.S. (2004) Analysis of model-based clinical sedation management. Christchurch, New Zealand: New Zealand Physics and Engineering in Medicine (NZPEM), Annual Conference of the Australasian College of Physical Scientists and Engineers in Medicine (ACPEM), 22-23 Nov 2004. (Conference Contribution - Other)
  • Rudge, A.D., Chase, J.G., Shaw, G.M. and Lee, D. (2004) Automated Agitation Management Accounting for Saturation Dynamics. San Francisco, CA, USA: 26th Annual International Conference of the Engineering in Medicine and Biology Society (EMBC 2004), 1-5 Sep 2004. In EMBC 2004 Conference Proceedings 2 3459-3462. (Conference Contribution - Paper in published proceedings)
  • Doran, C.V., Bloomfield, M., Lee, D., Shaw, G.M., Chase, J.G., Lin, J. and Lotz, T. (2004) Effect of hyperglycemia on mortality in the Christchurch Intensive Care Unit. New Zealand Medical Journal 117(1195) (Journal Article)
  • Shaw, G.M., Chase, J.G., Lee, D., Hooper, E., Rudge, A.D. and Agogue, F. (2004) Emerging methods for sedation and agitation management in critical illness. Wellington: Australian and New Zealand Intensive Care Society (ANZICS) New Zealand Region Annual Scientific Meeting, 24-26 Mar 2004. (Conference Contribution - Other)
  • Shaw, G.M., Chase, J.G., Lee, D.S., Bloomfield, M., Doran, C.V. and Lin, J. (2004) How high are blood glucose levels in intensive care? Wellington: Australian and New Zealand Intensive Care Society (ANZICS) New Zealand Region Annual Scientific Meeting, 24-26 Mar 2004. (Conference Contribution - Other)
  • Lin, J., Chase, J.G., Shaw, G.M., Lotz, T., Hann, C.E., Doran, C.V. and Lee, D.S. (2004) Long Term Verification of Glucose-Insulin Regulatory System Model Dynamics. San Francisco, CA, USA: 26th Annual International Conference of the Engineering in Medicine and Biology Society (EMBC), 1-5 Sep 2004. In EMBC 2004 Conference Proceedings 1 758-761. (Conference Contribution - Paper in published proceedings)
  • Chase, J.G., Rudge, A.D., Shaw, G.M., Wake, G.C., Lee, D., Hudson, I. and Johnston, L. (2004) Modeling and control of the agitation-sedation cycle for critical care patients. Medical Engineering and Physics 26(6): 459-471. (Journal Article)
  • Rudge, A.D., Chase, J.G., Shaw, G.M. and Lee, D. (2004) Physiologically-based Minimal Model of Agitation-Sedation Dynamics. San Francisco, CA, USA: 26th Annual International Conference of the Engineering in Medicine and Biology Society, 1-5 Sep 2004. In EMBC 2004 Conference Proceedings 1 774-777. (Conference Contribution - Paper in published proceedings)
  • Rudge, A.D., Shaw, G.M., Chase, J.G. and Lee, D.S. (2004) Physiologically-based minimal model of agitation-sedation model dynamics. Christchurch, New Zealand: Canterbury Health Sciences Research Conference (CHSRC 2004), 5-6 Sep 2004. (Conference Contribution - Other)
  • Chase, J.G., Rudge, A.D., Shaw, G.M. and Lee, D.S. (2004) Sedation Management in the Critically Ill Using Dynamic Systems Modeling. Dunedin: New Zealand Mathematics Society (NZMS) Colloquium and MISG SIAM, 6-8 Dec 2004. (Conference Contribution - Other)
  • Shaw, G.M., Chase, J.G., Lee, D.S., Wake, G.C., Lin, J., Browne, P., Robertson, M. and Doran, C.V. (2004) Targeted glucose control in critically ill patients. Wellington: Australian and New Zealand Intensive Care Society (ANZICS) New Zealand Region Annual Scientific Meeting, 24-26 Mar 2004. (Conference Contribution - Other)
  • Lee, D.S., Rudge, A.D., Chase, J.G., Hudson, I., Shaw, G.M., Johnston, L. and Wake, G.C. (2003) Dynamic model assessment using a probability band for local linear kernel regression with an application in agitation-sedation modeling. Palmerston North: New Zealand Statistical Association 5th Annual Conference, 2-4 Jul 2003. (Conference Contribution - Other)
  • Shaw, G.M., Chase, J.G., Rudge, A.D., Wake, G.C., Starfinger, C., Lam, Z., Lee, D., Greenfield, K. and Dove, R. (2003) Rethinking sedation and agitation management in critical illness (invited special review). Critical Care and Resuscitation 5: 109-120. (Journal Article)
  • Lee, D.S. and Chia, K.K. (2002) A particle algorithm for sequential Bayesian parameter estimation and model selection. IEEE Transactions on Signal Processing 50(2): 326-36. (Journal Article)
  • Liew, M., Lee, D., Chia, N. and Cheng, K.P. (2002) Bayesian algorithms for the passive location of a stationary emitter by a moving platform. Toulouse, France: Special Session on Applications of Particle Filtering in Comunications, 11th European Signal Processing Conference, 3-6 Sep 2002. (Conference Contribution - Paper in published proceedings)
  • Chia, N.K.K. and Lee, D.S. (2001) Bayesian computations using the sequential MCMC filter. Seoul, South Korea: 53rd Session of the International Statistical Institute (ISI, 2001), 22-29 August 2001. 221-2. (Conference Contribution - Full conference paper)
  • Lee, D.S. and Ong, C.A. (2001) Quasi-subtractive dithering. Signal Processing 81(11): 2321-2331. (Journal Article)
  • Lee, D.S. (2001) The sequential MCMC filter: Algorithm, motivations and applications. Henri Poincare Institute, Paris: Meeting on Particle Systems and Filtering, 18-20 June 2001. (Conference Contribution - Oral presentation)
  • Lee, D.S. and Chia, N.K.K. (2001) The sequential MCMC filter: Formulation and applications. Singapore: Special Session on Resampling and Montre Carlo Methods for Statistical Signal Processing, 11th IEEE Workshop on Statistical Signal Processing, 6-8 August 2001. 30-33. (Conference Contribution - Full conference paper)
  • Lee, D.S. and Priebe, C.E. (2000) Exact mean and mean squared error of the smoothed bootstrap mean intergrated squared error estimator. Computational Statistics 15(2): 169-181. (Journal Article)
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