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Tang, Liangdan, Yang, Junzheng, Ng, Shu-Kay, Rodriguez, Noah, Choi, Pui-Wah, Vitonis, Allison, Wang, Kui, McLachlan, Geoffrey J., Caiazzo, Robert J., Liu, Brian C.-S., Welch, Brian C.-S., Cramer, Daniel W., Berkowitz, Ross S. and Ng, Shu-Wing (2010) Autoantibody profiling to identify biomarkers of key pathogenic pathways in mucinous ovarian cancer. European Journal of Cancer, 46 1: 170-179. doi:10.1016/j.ejca.2009.10.003 60   16 Cited 19 times in Scopus19 0
McLachlan, Geoffrey J., Ng, Shu-Kay and Wang, K. (2010). Clustering of high-dimensional and correlated data. In Francesco Palumbo, Carlo Natale Lauro and Michael J. Greenacre (Ed.), Data Analysis and Classification: Proceedings of the 6th Conference of the Classification and Data Analysis Group of the SocietàItaliana di Statistica, Macerata, Italy 12-14 September, 2007 (pp. 3-11) Berlin; Heidelberg, Germany: Springer - Verlag. doi:10.1007/978-3-642-03739-9_1 68   1 0
Wang, Kui, Ng, Shu Kay and McLachlan, Geoffrey J. (2012) Clustering of time-course gene expression profiles using normal mixture models with autoregressive random effects. Bmc Bioinformatics, 13 1: 300.1-300.14. doi:10.1186/1471-2105-13-300 24   0 Cited 2 times in Scopus2 2
Nikulin, Vladimir, McLachlan, Geoffrey J. and Ng, Shu Kay (2009). Ensemble approach for the classification of imbalanced data. In: Ann Nicholson, Xiaodong Li, Randy Goebel, Jörg Siekmann and Wolfgang Wahlster, Lecture Notes in Computer Science. AI 2009: Advances in Artificial Intelligence. 22nd Australasian Joint Conference. Proceedings. AI 2009: Advances in Artificial Intelligence, Melbourne, VIC, Australia, (291-300). 1-4 December 2009. doi:10.1007/978-3-642-10439-8 58   0 Cited 1 times in Scopus1 0
Cameron, Cate M., Scuffham, Paul A., Spinks, Anneliese, Scott, Rani, Sipe, Neil, Ng, ShuKay, Wilson, Andrew, Searle, Judy, Lyons, Ronan A., Kendall, Elizabeth, Halford, Kim, Griffiths, Lyn R., Homel, Ross and McClure, Roderick J. (2012) Environments for Healthy Living (EFHL) Griffith birth cohort study: background and methods. Maternal and Child Health Journal, 16 9: 1896-1905. doi:10.1007/s10995-011-0940-4 35   Cited 6 times in Scopus6 0
Cameron, Cate M., Scuffham, Paul A., Shibl, Rania, Ng, ShuKay, Scott, Rani, Spinks, Anneliese, Mihala, Gabor, Wilson, Andrew, Kendall, Elizabeth, Sipe, Neil and McClure, Roderick J. (2012) Environments For Healthy Living (EFHL) Griffith birth cohort study: characteristics of sample and profile of antenatal exposures. BMC public health, 12 1080.1-1080.11. doi:10.1186/1471-2458-12-1080 13   4 Cited 3 times in Scopus3 13
Ng, Shu-Kay and McLachlan, Geoffrey J. (2010). Expert networks with mixed continuous and categorical feature variables: A location modeling approach.. In Hannah Peters and Mia Vogel (Ed.), Machine learning research progress (pp. 355-368) New York, U.S.A.: Nova Science. 118 17 0
Dunn, Jeff, Ng, Shu Kay, Breitbart, William, Aitken, Joanne, Youl, Pip, Baade, Peter D. and Chambers, Suzanne K. (2013) Health-related quality of life and life satisfaction in colorectal cancer survivors: trajectories of adjustment. Health and Quality of Life Outcomes, 11 . doi:10.1186/1477-7525-11-46 15   4 Cited 5 times in Scopus5 0
Ng, Shu Kay, Holden, Libby and Sun, Jing (2012) Identifying comorbidity patterns of health conditions via cluster analysis of pairwise concordance statistics. Statistics in Medicine, 31 27: 3393-3405. doi:10.1002/sim.5426 24   4 Cited 4 times in Scopus4 0
Pyne, Saumyadipta, Lee, Sharon X., Wang, Kui, Irish, Jonathan, Tamayo, Pablo, Nazaire, Marc-Danie, Duong, Tarn, Ng, Shu-Kay, Hafler, David, Levy, Ronald, Nolan, Garry P., Mesirov, Jill and McLachlan, Geoffrey J. (2014) Joint modeling and registration of cell populations in cohorts of high-dimensional flow cytometric data. PLoS One, 9 7: e100334.1-e100334.11. doi:10.1371/journal.pone.0100334 21   0 Cited 0 times in Scopus0 1
Scuffham, Tracey M., McInerney-Leo, Aideen, Ng, Shu-Kay and Mellick, George (2014) Knowledge and attitudes towards genetic testing in those affected with Parkinson’s disease. Journal of Community Genetics, 5 2: 167-177. doi:10.1007/s12687-013-0168-7 10   Cited 0 times in Scopus0 0
Lee, Andy H., Wang, Kui, Yau, Kelvin K. W., McLachlan, Geoffrey J. and Ng, Shu Kay (2007) Maternity length of stay modelling by Gamma mixture regression with random effects. Biometrical Journal, 49 5: 750-764. doi:10.1002/bimj.200610371 210   6 Cited 6 times in Scopus6 0
Ng, Shu-Kay, Wang, Kui and McLachlan, Geoffrey J. (2006). Multilevel modelling for inference of genetic regulatory networks. In: Axel Bender, Complex Systems, Brisbane, Australia, (S390-S390). 11-14 December 2005. doi:10.1117/12.638449 98   0 Cited 0 times in Scopus0 0
Wang, Kui, Ng, Shu-Kay and McLachlan, Geoffrey J. (2009). Multivariate skew t mixture models: applications to fluorescence-activated cell sorting data. In: Hao Shi, Yanchun Zhang, Murk J. Bottema, Anthony J. Maeder and Brian C. Lovell, Proceedings of Digital Image Computing: Techniques and Applications, 2009. DICTA 2009. 2009 Conference of Digital Image Computing: Techniques and Applications, Melbourne, Australia, (526-531). 1-3 December 2009. doi:10.1109/DICTA.2009.88 65   5 Cited 10 times in Scopus10 0
Holden, Libby, Scuffham, Paul A., Hilton, Michael F., Muspratt, Alexander, Ng, Shu-Kay and Whiteford, Harvey A. (2011) Patterns of multimorbidity in working Australians. Population Health Metrics, 9 15.1-15.5. doi:10.1186/1478-7954-9-15 16   Cited 13 times in Scopus13 1
Ng, Shu-Kay, Cameron, Cate M., Hills, Andrew P., McClure, Roderick J. and Scuffham, Paul A. (2014) Socioeconomic disparities in prepregnancy BMI and impact on maternal and neonatal outcomes and postpartum weight retention: the EFHL longitudinal birth cohort study. BMC Pregnancy and Childbirth, 14 314: 1-15. doi:10.1186/1471-2393-14-314 12   0 Cited 0 times in Scopus0 0
Ng, Shu-Kay and McLachlan, Geoffrey J. (2004) Speeding up the EM algorithm for mixture model-based segmentation of magnetic resonance images. Pattern Recognition, 37 8: 1573-1589. doi:10.1016/j.patcog.2004.02.012 80   15 Cited 16 times in Scopus16 0
Ng, Shu Kay, Krishnan, Thriyambakam and McLachlan, Geoffrey J. (2012). The EM algorithm. In James E. Gentle, Wolfgang Karl Hardle and Yuichi Mori (Ed.), Handbook of Computational Statistics: Concepts and Methods 2nd. rev. and updated ed. ed. (pp. 139-172) Berlin & New York: Springer. doi:10.1007/978-3-642-21551-3__6 22   0
Ehrlich, Joshua R., Tang, Liangdan, Caiazzo Jr., Robert J., Cramer, Daniel W., Ng, Shu-Kay, Ng, Shu-Wing and Liu, Brian C.-S. (2008) The "reverse capture" autoantibody microarray: An innovative approach to profiling the autoantibody response to tissue-derived native antigens. Methods in Molecular Biology, 441 175-192. doi:10.1007/978-1-60327-047-2_12 8   Cited 11 times in Scopus11 0
Dunn, Jeff, Ng, Shu Kay, Holland, Jimmie, Aitken, Joanne, Youl, Pip, Baade, Peter D. and Chambers, Suzanne K. (2013) Trajectories of psychological distress after colorectal cancer. Psycho-Oncology, 22 8: 1759-1765. doi:10.1002/pon.3210 52   3 Cited 8 times in Scopus8 0
Ng, Shu-Kay and McLachlan, Geoffrey J. (2013). Using cluster analysis to improve gene selection in the formation of discriminant rules for the prediction of disease outcomes. In: Bioinformatics and Biomedicine (BIBM), 2013 IEEE International Conference on. IEEE International Conference on Bioinformatics and Biomedicine, IEEE BIBM 2013, Shanghai, China, (267-272). 18 - 21 December 2013. doi:10.1109/BIBM.2013.6732501 48   Cited 0 times in Scopus0 0