Dr Baki Billah waokrs as a Senior Lecturer at the School of Public Health and Preventive Medicine. Dr Billah completed his PhD Monash University, MAS at the Memorial University of Newfoundland, Canada and Master of Science and Bachelor of Science (Hons) at the University of Dhaka, Bangladesh. Before workign for Monash University, Dr Billah worked at the Carleton University, Ottawa Canada, Industry Canada, Ottawa Canada, Memorial University of Newfoundland, Canada and the University of Dhaka, Bangladesh.
Dr Billah's research interest include:
• Epidemiological modelling
• Institutional risk assessment/comparison
• Risk factor identification and risk prediction for cardiac surgery patients
• Time series forecasting
• Shrinkage estimation
Heng, S.C., Slavin, M., Chen, S.C.A., Heath, C., Nguyen, Q., Billah, M.B., Nation, R.L., Kong, D.C.M., 2012, Hospital costs, length of stay and mortality attributable to invasive scedosporiosis in haematology patients, Journal of Antimicrobial Chemotherapy [E], vol 67, issue 9, Oxford University Press, Oxford UK, pp. 2274-2282.
Ariyaratne, T., Billah, M., Yap, C., Dinh, D., Smith, J., Shardey, G., Reid, C., 2011, An Australian risk prediction model for determining early mortality following aortic valve replacement, European Journal of Cardio-thoracic Surgery [P], vol 39, issue 6, Elsevier BV, Netherlands, pp. 815-821.
Saxena, A., Dinh, D., Yap, C., Reid, C., Billah, M., Smith, J., Shardey, G., Newcomb, A., 2011, Critical analysis of early and late outcomes after isolated coronary artery bypass surgery in elderly patients, Annals of Thoracic Surgery [P], vol 92, issue 5, Elsevier Inc., United States, pp. 1703-1711.
Hopper, I., Billah, M., Skiba, M., Krum, H., 2011, Prevention of diabetes and reduction in major cardiovascular events in studies of subjects with prediabetes: Meta-analysis of randomised controlled clinical trials, European Journal Of Cardiovascular Prevention & Rehabilitation [P], vol 18, issue 6, Sage Publications Ltd, UK, pp. 813-823.
Ariyaratne, T., Yap, C., Billah, M., Brasacchio, D., Dinh, D., Smith, J., 2011, Validation of current valve-specific risk models in the Australian population, Heart Lung and Circulation [P], vol 20, issue 1, Elsevier Science Inc, Australia, p. 55.
Billah, M., Reid, C., Shardey, G., Smith, J., 2010, A preoperative risk prediction model for 30-day mortality following cardiac surgery in an Australian cohort, European Journal of Cardio-thoracic Surgery [P], vol 37, issue 5, Elsevier BV, Netherlands, pp. 1086-1092.
Porapakkham, P., Porapakkham, P., Zimmet, H., Billah, B., Krum, H., 2010, B-type natriuretic peptide-guided heart failure therapy: A meta-analysis, Archives of Internal Medicine [P], vol 170, issue 6, American Medical Association, United States, pp. 507-514.
Wein, S., Voskoboinik, A., Wein, L., Billah, M., Krum, H., 2010, Extending the boundaries of cardiac resynchronization therapy: Efficacy in atrial fibrillation, New York Heart Association Class II, and Narrow QRS heart failure patients, Journal Of Cardiac Failure [P], vol 16, issue 5, Churchill Livingstone, United States, Japan, pp. 432-438.
Reid, C., Brennan, A., Dinh, D., Billah, M., Costolloe, C., Shardey, G., Ajani, A., 2010, Measuring safety and quality to improve clinical outcomes - current activities and future directions for the Australian Cardiac Procedures Registry, Medical Journal Of Australia [P], vol 193, issue 8, Australasian Medical Publishing Company Pty Ltd, Australia, pp. 107-110.
Mitra, B., Phillips, L., Cameron, P., Billah, M., Reid, C., 2010, The safety of recombinant factor VIIa in cardiac surgery, Anaesthesia And Intensive Care [P], vol 38, issue 4, Australian Society of Anaesthetists Ltd, Australia, pp. 671-677.
Reid, C.M., Billah, M.B., Dinh, D.T.T., Smith, J.A., Skillington, P.D., Yii, M., Seevanayagam, S., Mohajeri, M., Shardey, G., 2009, An Australian risk prediction model for 30-day mortality after isolated coronary artery bypass: The AusSCORE, Journal of Thoracic and Cardiovascular Surgery [P], vol 138, issue 4, Mosby, Inc., United States, pp. 904-910.
Yap, C., Andrianopoulos, N., Dinh, D.T.T., Billah, M.B., Rosalion, A., Smith, J.A., Shardey, G., Skillington, P.D., Tatoulis, J., Mohajeri, M., Yii, M., Reid, C.M., 2009, Short- and midterm outcomes of coronary artery bypass surgery performed by surgeons in training, Journal of Thoracic and Cardiovascular Surgery [P], vol 137, issue 5, Mosby, Inc., United States, pp. 1088-1092.
Flannery, G., Gehrig-Mills, R., Billah, B., Krum, H., 2008, Analysis of randomized controlled trials on the effect of magnitude of heart rate reduction on clinical outcomes in patients with systolic chronic heart failure receiving beta-blockers, American Journal of Cardiology, vol 101, issue 6, Excerpta Medica Inc, United States, pp. 865-869.
Tobing, D., French, J., Varigos, J.D., Meehan, A.D., Billah, B., Krum, H., 2008, Do patients with heart failure appropriately undergo invasive procedures post-myocardial infarction? Results from a prospective multicentre study, Internal Medicine Journal, vol 38, issue 11, Wiley-Blackwell Publishing Asia, Australia, pp. 845-851.
Friedman, N.D.S., Kotsanas, D., Brett, J., Billah, B., Korman, T., 2008, Investigation of an outbreak of Serratia marcescens in a neonatal unit via a case-control study and molecular typing, American Journal of Infection Control, vol 36, issue 1, Mosby, Inc., USA, pp. 22-28.
Dinh, D.T.T., Lee, G., Billah, B., Smith, J.A., Shardey, G., Reid, C.M., 2008, Trends in coronary artery bypass graft surgery in Victoria, 2001-2006: Findings from the Australasian Society of Cardiac and Thoracic Surgeons database project, Medical Journal of Australia, vol 188, issue 4, Australasian Medical Publishing Company Pty. Ltd., Australia, pp. 214-217.
Friedman, N.D.S., Bull, A.L., Russo, P.L., Leder, K.S., Reid, C.M., Billah, B., Marasco, S.F., McBryde, E., Richards, M.J., 2007, An alternative scoring system to predict risk for surgical site infection complicating coronary artery bypass graft surgery, Infection Control & Hospital Epidemiology, vol 28, issue 10, University of Chicago Press, United States, pp. 1162-1168.
Robinson, P.J., Billah, B., Leder, K.S., Reid, C.M., 2007, Factors associated with deep sternal wound infection and haemorrhage following cardiac surgery in Victoria, Interactive CardioVascular Thoracic Surgery, vol 6, issue 2, Elsevier BV, Netherlands, Switzerland, pp. 167-171.
Aw, T., Liew, D.Y.H., Tofler, G., Schneider, H.G., Morel-Kopp, M., Billah, B., Krum, H., 2006, Can the blood pressure effects of COX-2 selective inhibitors be explained by changes in plasma aldosterone levels?, Journal of Hypertension, vol 24, issue 10, Lippincott Williams & Wilkins, Ltd, UK, pp. 1979-1984.
Krum, H., Meehan, A.D., Varigos, J.D., Loane, P.R., Billah, B., 2006, Does the presence of heart failure alter prescribing of drug therapy after myocardial infarction? A multicentre study, Medical Journal of Australia, vol 185, issue 4, Australasian Medical Publishing Company Pty Ltd, Australia, pp. 191-194.
Hoque, Z., Khan, S., Billah, B., 2006, Edgeworth size corrected W, LR and LM test in the formation of the preliminary test estimator, Journal of Statistical Research, vol 37, issue 2, University of Dhaka, Bangladesh, pp. 43-55.
Billah, B., King, M.L., Snyder, R.D., Koehler, A.B., 2006, Exponential smoothing model selection for forecasting, International Journal of Forecasting, vol 22, issue 2, Elsevier, The Netherlands, pp. 239-247.
Hoque, Z., Billah, B., Khan, S., 2006, On the side corrected tests in improved function, Calcutta ststistical association bulletin, vol 57, issue 127, Calcutta statistical association, India, pp. 1-18.
Billah, M.B., Hyndman, R.J., Koehler, A.B., 2005, Empirical information criteria for time series forecasting model selection, Journal of Statistical Computation and Simulation, vol 75, issue 10, Gordon & Breach, UK, pp. 831-840.
Hyndman, R.J., King, M.L., Pitrun, I., Billah, M.B., 2005, Local linear forecasts using cubic smoothing splines, Australian & New Zealand Journal of Statistics, vol 47, issue 1, Blackwell Science Ltd, Australia, pp. 87-99.
Berry, L., Lill, A., 2003, Do predation rates on artificial nests accurately predict predation rates on natural nests? The effects of nest type, egg type and nest-site characteristics, Emu, vol 103, issue 3, CSIRO Publishing, Melbourne Vic Australia, pp. 207-214.
Hyndman, R.J., Billah, M., 2003, Unmasking the Theta method, International Journal of Forecasting, vol 19, issue 2, Elsevier BV, The Netherlands, pp. 287-290.
Berry, L., 2002, Identifying nest-predator species in a southern Victorian woodland using remotely triggered cameras at artificial nests, Corella, vol 26, issue 1, Australian Bird Study Association Inc., Sydney NSW Australia, pp. 24-26.
Berry, L., 2002, Predation rates of artificial nests in the edge and interior of a southern Victorian forest, Wildlife Research, vol 29, issue 4, CSIRO Publishing, Collingwood Vic Australia, pp. 341-345.
Berry, L., 2001, Breeding biology and nesting success of the Eastern Yellow Robin and the New Holland Honeyeater in a southern Victorian woodland, Emu, vol 101, CSIRO Publishing, Collingwood Vic Australia, pp. 191-197.
Berry, L., 2001, Edge effects on the distribution and abundance of birds in a southern Victorian forest, Wildlife Research, vol 28, CSIRO Publishing, Collingwood Vic Australia, pp. 239-245.
Billah, M., King, M.L., 2000, Time series model selection and forecasting via optimal penalty estimation, Pakistan Journal of Statistics, vol 16 issue 2, Statistical Society of Pakistan, Lahore Pakistan, pp. 126-145.
Billah, M., King, M.L., 2000, Using simulated annealing to estimate penalty functions for time series model selection, Journal of Statistical Research, vol 34 issue 2, University of Dhaka, Dhaka Bangladesh, pp. 75-89.
Billah, M., Saleh, A.K., 1998, Conflict between pretest estimators induced by three large sample tests under a regression model with Student t-error, The Statistician, vol 47, 4, Royal Statistical Society, London UK, pp. 593-606.
Billah, M.B., Saleh, A.K., 1998, Conflict between pretest estimators induced by three large sample tests under a regression model with student t-error, The statistician, vol 47, issue 4, Wiley-blackwell for The royal statistical society, UK, pp. 593-606.
Brasacchio, D., Dinh, D.T.T., Billah, M.B., Shardey, G., Reid, C.M., 2009, ASCTS Cardiac Surgery Database Project - Cabrini Health, Monash University, Melbourne.
Brasacchio, D., Dinh, D.T.T., Billah, M.B., Shardey, G., Reid, C.M., 2009, ASCTS Cardiac Surgery Database Project - Flinders Medical Centre, Monash University, Melbourne.
Brasacchio, D., Dinh, D.T.T., Billah, M.B., Shardey, G., Reid, C.M., 2009, ASCTS Cardiac Surgery Database Project - Geelong Hospital, Monash University, Melbourne.
Brasacchio, D., Dinh, D.T.T., Billah, M.B., Shardey, G., Reid, C.M., 2009, ASCTS Cardiac Surgery Database Project - Lake Macquarie Private Hospital, Monash University, Melbourne.
Brasacchio, D., Dinh, D.T.T., Billah, M.B., Shardey, G., Reid, C.M., 2009, ASCTS Cardiac Surgery Database Project - Mater Health Service, Monash University, Melbourne.
Brasacchio, D., Dinh, D.T.T., Billah, M.B., Shardey, G., Reid, C.M., 2009, ASCTS Cardiac Surgery Database Project - Monash Medical Centre, Monash University, Melbourne.
Dinh, D.T.T., Di Giambattista, K., Billah, M.B., Shardey, G., Reid, C.M., 2009, ASCTS Cardiac Surgery Database Project - NSW Health Service, Monash University, Melbourne.
Brasacchio, D., Dinh, D.T.T., Billah, M.B., Shardey, G., Reid, C.M., 2009, ASCTS Cardiac Surgery Database Project - Royal Melbourne Hospital, Monash University, Melbourne.
Brasacchio, D., Dinh, D.T.T., Billah, M.B., Shardey, G., Reid, C.M., 2009, ASCTS Cardiac Surgery Database Project - St Vincent's Hospital, Monash University, Melbourne.
Brasacchio, D., Dinh, D.T.T., Billah, M.B., Shardey, G., Reid, C.M., 2009, ASCTS Cardiac Surgery Database Project - The Alfred Hospital, Monash University, Melbourne.
Brasacchio, D., Dinh, D.T.T., Billah, M.B., Shardey, G., Reid, C.M., 2009, ASCTS Cardiac Surgery Database Project - The Austin Hospital, Monash University, Melbourne.
Brasacchio, D., Dinh, D.T.T., Billah, M.B., Shardey, G., Reid, C.M., 2009, ASCTS cardiac surgery database project - Annual Report 2007-2008 - Comprehensive Surgeons Report, Monash, Melbourne.
Brasacchio, D., Dinh, D.T.T., Billah, M.B., Shardey, G., Reid, C.M., 2009, ASCTS cardiac surgery database project - Annual Report 2007-2008, Monash, Melbourne.
Brasacchio, D., Dinh, D.T.T., Billah, M.B., Shardey, G., Reid, C.M., 2009, ASCTS cardiac surgery database project - National Report 2007-2008, Monash, Melbourne.
Dinh, D.T., Billah, M.B., Reid, C.M., Shardey, G., 2006, Annual report 2005-2006. Surgeons report, Victorian cardiac surgery database project. Annual report 2005-2006, Australasian society of cardiac and thoracic surgeons (ASCTS), Australia.
Reid, C.M., Dinh, D.T., Billah, B., Shardey, G., Skillington, P., 2006, Cardiac surgery in Victorian public hospitals 2004-05: hospital report, Department of Human Services, Melbourne Vic Australia, pp. 1-28.
Reid, C.M., Dinh, D.T., Billah, B., Shardey, G., Skillington, P., 2006, Cardiac surgery in Victorian public hospitals 2004-05: report to the public, Quality & Safety Branch, Department of Human Services, Victorian Government, Melbourne Vic Australia, pp. 1-13.
Reid, C.M., Davern, P., Birrell, S., Billah, B., Skillington, P.D., Shardey, G., 2005, Cardiac surgery in Victorian public hospitals 2003-04: Report to the public, Data from surgery performed between 1 July 2003 and 30 June 2004 at the six specialist cardiac surgery units in Victorian public hospitals, Victorian Government Department of Human Services, Melbourne, Australia.
Reid, C.M., Dinh, D.T., Billah, M.B., Shardey, G., Skillington, P.D., 2005, Cardiac surgery in victorian public hospitals 2005-2006, Cardiac surgery in vic hospitals report to the public for 2005-2006, Quality and safety branch, victorian government department of human services, Melbourna, Australia.
Dinh, D.T., Billah, M.B., Shardey, G., Reid, C.M., 2005, Cardiac surgery in victorian public hospitals 2006-2007, Report to the public 2006-2007, Statewide quality branch, victorian government department of human services, Melbourne, Australia.
Dinh, D.T., Billah, M.B., Reid, C.M., Shardey, G., Skillington, P.D., 2005, Victorian cardiac surgery database project. Annual report 2004-2005., Annual surgeons report 2004-2005, Australasian society od cardiac and thoracic surgeons, Australia.
Reid, C.M., Davern, P., Birrell, S., Billah, M.B., Skillington, P.D., Shardey, G., 2004, Cardiac surgery in victorian public hospitals 2003-2004, Report to the public 2003-2004., Quality ND Safety branch, victorian government deartment of human services, melbourne, vic, Australia.
Dinh, D.T., Billah, M.B., Reid, C.M., Davern, P., Birrell, S., Shardey, G., Skillington, P.D., 2004, Victorian cardiac surgery database project. Annual report 2003-2004, Annual surgeons report 2003-2004, Australasian Society of Cardiac and Thoracic Surgeons (ASCTS), Australia.
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Masters/PhD level: Introduction to Biostatistics for Clinical and Public Health Research
4th year Hons level: Research Methods
2nd year level: Analysing Patterns of Health and Disease
1st year level: Biomedical Science and Society – Introduction to Biostatistics
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