Associate Professor David Cook
ATH - Associate Professor
Princess Alexandra Hospital Southside Clinical Unit
Journal Articles
Abbosh, Amin, Bialkowski, Konstanty, Guo, Lei, Al-Saffar, Ahmed, Zamani, Ali, Trakic, Adnan, Brankovic, Aida, Bialkowski, Alina, Zhu, Guohun, Cook, David and Crozier, Stuart (2024). Clinical electromagnetic brain scanner. Scientific Reports, 14 (1) 5760, 1-16. doi: 10.1038/s41598-024-55360-7
Brankovic, Aida, Hassanzadeh, Hamed, Good, Norm, Mann, Kay, Khanna, Sankalp, Abdel-Hafez, Ahmad and Cook, David (2022). Explainable machine learning for real-time deterioration alert prediction to guide pre-emptive treatment. Scientific Reports, 12 (1) 11734. doi: 10.1038/s41598-022-15877-1
Joyce, Christopher J., Udy, Andrew, Weeden, Mark, Shekar, Kiran and Cook, David A. (2021). What determines the arterial partial pressure of carbon dioxide on venovenous extracorporeal membrane oxygenation?. ASAIO Journal, Publish Ahead of Print (8), 1093-1103. doi: 10.1097/mat.0000000000001604
Mann, Kay Debby, Good, Norm, Fatehi, Farhad, Khanna, Sankalp, Campbell, Victoria, Conway, Roger, Sullivan, Clair, Staib, Andrew, Joyce, Chris and Cook, David (2021). Review of tools for the prediction of patient deterioration in the digital hospital setting. Journal of Medical Internet Research, 23 (9) e28209, e28209. doi: 10.2196/28209
Brankovic, Aida, Zamani, Ali, Trakic, Adnan, Bialkowski, Konstanty, Mohammed, Beadaa, Cook, David, Walsham, James and Abbosh, Amin M. (2020). Unsupervised algorithm for brain anomalies localization in electromagnetic imaging. IEEE Transactions on Computational Imaging, 6 9281116, 1595-1606. doi: 10.1109/tci.2020.3041922
Joyce, Christopher J., Cook, David A., Walsham, James, Krishnan, Anand, Lo, Wingchi, Samaan, John, Semark, Andrew J., Pearson, David C., Stroebel, Andrie, Provenzano, Sylvio, McKeague, Ronan and Winearls, James R. (2020). Low volume ecmo results study. Critical Care and Resuscitation, 22 (4), 327-334. doi: 10.51893/2020.4.oa5
Joyce, Christopher John, Shekar, Kiran and Cook, David Andrew (2018). A mathematical model of CO2, O2 and N2 exchange during venovenous extracorporeal membrane oxygenation. Intensive Care Medicine Experimental, 6 (1) 25, 25. doi: 10.1186/s40635-018-0183-4
Cook, D. A. and Widdicombe, N. (2018). Audit of ten years of donation after circulatory death experience in Queensland: observations of agonal physiology following withdrawal of cardiorespiratory support. Anaesthesia and Intensive Care, 46 (4), 400-403. doi: 10.1177/0310057X1804600409
Nunnink, Leo and Cook, David A. (2016). Palliative ICU beds for potential organ donors: an effective use of resources based on quality-adjusted life-years gained. Critical Care and Resuscitation, 18 (1), 37-42.
Spencer, Lyndall M, Wong, Andy, Eley, Robert, Cook, David A, Sinnnott, Michael and Kozan, Erhan (2015). An efficient alternative methodology for Bed Occupancy data collection. Asia Pacific Journal of Health Management, 10 (1), 23-27.
Koetsier, Antonie, de Keizer, Nicolette F., de Jonge, Evert, Cook, David A. and Peek, Niels (2012). Performance of risk-adjusted control charts to monitor in-hospital mortality of intensive care unit patients: A simulation study. Critical Care Medicine, 40 (6), 1799-1807. doi: 10.1097/CCM.0b013e31824e0ff9
Kong, F., Cook, D., Paterson, D.L., Whitby, M. and Clements, A. (2012). Do staffing and workload levels influence the risk of new meticillin-resistant Staphylococcus aureus acquisitions in a well-resourced intensive care unit?. Journal of Hospital Infection, 80 (4), 331-339. doi: 10.1016/j.jhin.2011.10.008
Waterhouse, M., Morton, A., Mengersen, K., Cook, D. and Playford, G. (2011). Role of overcrowding in meticillin-resistant Staphylococcus aureus transmission: Bayesian network analysis for a single public hospital. Journal of Hospital Infection, 78 (2), 92-96. doi: 10.1016/j.jhin.2011.01.016
Morton, A., Cook, D., Mengersen, K. and Waterhouse, M. (2010). Limiting risk of hospital adverse events: Avoiding train wrecks is more important than counting and reporting them. Journal of Hospital Infection, 76 (4), 283-286. doi: 10.1016/j.jhin.2010.06.010
Halton, Kate A., Cook, David A., Whitby, Michael, Paterson, David L. and Graves, Nicholas (2009). Cost effectiveness of antimicrobial catheters in the intensive care unit: Addressing uncertainty in the decision. Critical Care, 13 (2) R35, R35.1-R35.10. doi: 10.1186/cc7744
Cook, David A., Duke, Graeme, Hart, Graeme K., Pilcher, David and Mullany, Daniel (2008). Review of the application of risk adjusted charts to analyse mortality outcomes in critical care. Critical Care and Resuscitation, 10 (3), 239-251.
Bolz, Katharina, Ramritu, Prabha, Halton, Kate, Cook, David and Graves, Nicholas (2008). Management of central venous catheters in adult intensive care units in Australia: Policies and practices. Healthcare Infection, 13 (2), 48-55. doi: 10.1071/HI08016
Ramritu, Prabha, Halton , Kate, Cook, David, Whitby, Michael and Graves, Nicholas (2008). Catheter-related bloodstream infections in intensive care units: A systematic review with meta-analysis. Journal of Advanced Nursing, 62 (1), 3-21. doi: 10.1111/j.1365-2648.2007.04564.x
Ramritu, Prabha, Halton, Kate, Collignon, Peter, Cook, David, Fraenkel, David, Battistutta, Diana, Whitby, Michael and Graves, Nicholas (2008). A systematic review comparing the relative effectiveness of antimicrobial-coated catheters in intensive care units. American Journal of Infection Control, 36 (2), 104-117. doi: 10.1016/j.ajic.2007.02.012
White, H., Cook, D. and Venkatesh, B. (2008). The role of hypertonic saline in neurotrauma. European Journal of Anaesthesiology, 25 (Supp. 42), 104-109. doi: 10.1017/S0265021507003420
Cockings, Jerome G. L., Cook, David A. and Iqbal, Rehana K. (2006). Process monitoring in intensive care with the use of cumulative expected minus observed mortality and risk-adjusted p charts. Critical Care, 10 (1), Article number R28. doi: 10.1186/cc3996
Cook, David A. (2006). Quality improvement: Best evidence in clinical practice and clinical evidence of best practice. Critical Care Medicine, 34 (1), 261-262. doi: 10.1097/01.CCM.0000191711.89494.2D
White, Hayden, Cook, David and Venkatesh, Balasubramanian (2006). The use of hypertonic saline for treating intracranial hypertension after traumatic brain injury. Anesthesia and Analgesia, 102 (6), 1836-1846. doi: 10.1213/01.ane.0000217208.51017.56
Kruger, Peter, Fitzsimmons, Kenneth, Cook, David, Jones, Mark and Nimmo, Graeme (2006). Statin therapy is associated with fewer deaths in patients with bacteraemia. Intensive Care Medicine, 32 (1), 75-79. doi: 10.1007/s00134-005-2859-y
Mackenzie, F. D., Pillans, P. I., Cook, D. A., Dixon, A. E. and Kubler, P. A. (2006). Experience with drotrecogin in two Australian hospitals. Journal of Pharmacy Practice and Research, 36 (3), 185-186.
Cook, D. A. (2006). Methods to assess performance of models estimating risk of death in intensive care patients: a review. Anaesthesia and Intensive Care, 34 (2), 164-175. doi: 10.1177/0310057X0603400205
Graham, P. L., Kuhnpert, P. M., Cook, D. A. and Mengerson, K. (2006). Improving the quality of patient care using reliability measures: a classification tree approach. Statistics in Medicine, 26 (1), 184-196. doi: 10.1002/sim.2461
Cook, D. A. (2005). Artificial Neural Networks to Predict Mortality in Critical Care Patients: An Application of Supervised Machine Learning.. Australasian Anaesthesia, 2005, 173-179.
Graham, Petra L. and Cook, David A. (2004). Prediction of Risk of Death Using 30-Day Outcome: A Practical End Point for Quality Auditing in Intensive Care. Chest, 125 (4), 1458-1466. doi: 10.1378/chest.125.4.1458
Cook, David A., Steiner, Stefan H., Cook, Richard J., Farewell, Vern T. and Morton, Anthony P. (2003). Monitoring the evolutionary process of quality: Risk-adjusted charting to track outcomes in intensive care. Critical Care Medicine, 31 (6), 1676-1682. doi: 10.1097/01.CCM.0000065273.63224.A8
Cook, D. A., Joyce, C. J., Barnett, R. J., Birgan, S. P., Playford, H., Cockings, J. G. L. and Hurford, R. W. (2002). Prospective independent validation of APACHE III models in an Australian tertiary adult intensive care unit. Anaesthesia And Intensive Care, 30 (3), 308-315. doi: 10.1177/0310057X0203000307
Cook, David A. (2000). Performance of APACHE III Modele in an Australian ICU. Chest, 118 (6), 1732-1738. doi: 10.1378/chest.118.6.1732
Conference Papers
McHardy, S., Kozan, E. and Cook, D. A. (2005). Robust Reactive Scheduling Model as Applied to a Public Hospital ICU. 18th National Australian Society for Operations Research Conference, Perth, Australia, 26-28 September, 2005.
McHardy, S., Kozan, E. and Cook, D. A. (2004). Modelling of Intensive Care Units and Operating Theatres in Public Hospitals. 5th Asia-Pacific Industrial Engineering and Management Systems Conference, Gold Coast, Australia, 12-15 December, 2004.
Navone, H. D., Cook, D., Downs, T. and Chen, D. (1999). Boosting naive-bayes classifiers to predict outcomes for Hip prostheses. IJCNN'99, Washington, DC, 10-16 July 1999. Washington, DC: IEEE. doi: 10.1109/ijcnn.1999.836256
Thesis
Cook, David A. (2004). The development of risk adjusted control charts and machine learning models to monitor the mortality rate of intensive care unit patients. PhD Thesis, School of Information Technology and Electrical Engineering, The University of Queensland. doi: 10.14264/106804