Dr Lamiae Azizi

University Lecturer (Assistant Professor)

F07 - Carslaw Building
The University of Sydney

Telephone (2) 9351 4249

Website Google Scholar

Biographical details

I received a PhD in Applied Mathematics from Joseph Fourier University (France) in December 2011.

Research interests

My research interests are developing Statistical Machine Learning (field that merges statistics with the computational sciences --- computer science, systems science and optimization) models for complex real life applications; as well as developing appropriate softwares and visualisation tools.

My contributions lie particularly in Bayesian nonparametrics, Graphical modelling, Variational methods, and probabilistic learning. My applied research interests include biomedical data, image analysis, data privacy and engineering challenges.

I am a member of the Statistics research group at the School of Mathematics and Statistics and the interim deputy director at the Centre for Translational Data Science: http://sydney.edu.au/data-science/.

Teaching and supervision

Term 2 - 2016: Statistical tests (Advanced) STAT 2912

Timetable

L_Azizi

Current research students

  • Jia Min Dong:

Variational Autoencoders for Longitudinal data and applications in personalised healthcare

Bayesian neural networks for dynamical systems

Variational Nonparametric classification models for Genomics.

Network Games with incomplete information models and applications to complex systems.

Current research students

Project title Research student
Machine Learning Control for Non-linear Dynamical Systems Matt MA

Current projects

  • Our tutorial "Machine Learning for Personalised Health" has been accepted at the leading International Machine Learning Conference (ICML) Stockholm - 2018.More information: https://mlhealthtutorial.com

In the media

https://careerswithstem.com.au/profiles/research-statistician-lamiae-azizi/

Selected publications

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Journals

  • Bell, K., Azizi, L., Nilsson, P., Hayen, A., Irwig, L., Ostgren, C., Sundrom, J. (2018). Prognostic impact of systolic blood pressure variability in people with diabetes. PloS One, 13(4), art. e0194084 - 1-art. e0194084 - 11. [More Information]
  • Copp, T., McCaffery, K., Azizi, L., Doust, J., Mol, B., Jansen, J. (2017). Influence of the disease label polycystic ovary syndrome' on intention to have an ultrasound and psychosocial outcomes: A randomised online study in young women. Human Reproduction, 32(4), 876-884. [More Information]
  • Ballard, K., Azizi, L., Duffy, J., McNeil, M., Halaki, M., O'Dwyer, N., Layfield, C., Scholl, D., Vogel, A., Robin, D. (2016). A predictive model for diagnosing stroke-related apraxia of speech. Neuropsychologia, 81, 129-139. [More Information]
  • Chapman, S., Azizi, L., Luo, Q., Sitas, F. (2016). Has the incidence of brain cancer risen in Australia since the introduction of mobile phones 29 years ago? Cancer Epidemiology, 42, 199-205. [More Information]
  • Mattei, F., Liverani, S., Guida, F., Matrat, M., Cenee, S., Azizi, L., Menvielle, G., Sanchez, M., Pilorget, C., Lapotre-Ledoux, B., et al (2016). Multidimensional analysis of the effect of occupational exposure to organic solvents on lung cancer risk: The ICARE study. Occupational and Environmental Medicine, 73(6), 368-377. [More Information]
  • Chapman, S., Azizi, L., Luo, Q., Sitas, F. (2016). Response from the authors to correspondence related to 'Has the incidence of brain cancer risen in Australia since the introduction of mobile phones 29 years ago?'. Cancer Epidemiology, 44, 138-140. [More Information]
  • Marinovich, M., Azizi, L., Macaskill, P., Irwig, L., Morrow, M., Solin, L., Houssami, N. (2016). The Association of Surgical Margins and Local Recurrence in Women with Ductal Carcinoma In Situ Treated with Breast-Conserving Therapy: A Meta-Analysis. Annals of Surgical Oncology, 23(12), 3811-3821. [More Information]
  • Azizi, L. (2015). Bayesian methods in epidemiology. Statistics in Medicine, 34(22), 3079-3080. [More Information]

Conferences

  • Chandra, R., Azizi, L., Cripps, S. (2017). Bayesian neural learning via langevin dynamics for chaotic time series prediction. The 24th International Conference On Neural Information Processing (ICONIP 2017) (proceedings part V), Cham: Springer. [More Information]

2018

  • Bell, K., Azizi, L., Nilsson, P., Hayen, A., Irwig, L., Ostgren, C., Sundrom, J. (2018). Prognostic impact of systolic blood pressure variability in people with diabetes. PloS One, 13(4), art. e0194084 - 1-art. e0194084 - 11. [More Information]

2017

  • Chandra, R., Azizi, L., Cripps, S. (2017). Bayesian neural learning via langevin dynamics for chaotic time series prediction. The 24th International Conference On Neural Information Processing (ICONIP 2017) (proceedings part V), Cham: Springer. [More Information]
  • Copp, T., McCaffery, K., Azizi, L., Doust, J., Mol, B., Jansen, J. (2017). Influence of the disease label polycystic ovary syndrome' on intention to have an ultrasound and psychosocial outcomes: A randomised online study in young women. Human Reproduction, 32(4), 876-884. [More Information]

2016

  • Ballard, K., Azizi, L., Duffy, J., McNeil, M., Halaki, M., O'Dwyer, N., Layfield, C., Scholl, D., Vogel, A., Robin, D. (2016). A predictive model for diagnosing stroke-related apraxia of speech. Neuropsychologia, 81, 129-139. [More Information]
  • Chapman, S., Azizi, L., Luo, Q., Sitas, F. (2016). Has the incidence of brain cancer risen in Australia since the introduction of mobile phones 29 years ago? Cancer Epidemiology, 42, 199-205. [More Information]
  • Mattei, F., Liverani, S., Guida, F., Matrat, M., Cenee, S., Azizi, L., Menvielle, G., Sanchez, M., Pilorget, C., Lapotre-Ledoux, B., et al (2016). Multidimensional analysis of the effect of occupational exposure to organic solvents on lung cancer risk: The ICARE study. Occupational and Environmental Medicine, 73(6), 368-377. [More Information]
  • Chapman, S., Azizi, L., Luo, Q., Sitas, F. (2016). Response from the authors to correspondence related to 'Has the incidence of brain cancer risen in Australia since the introduction of mobile phones 29 years ago?'. Cancer Epidemiology, 44, 138-140. [More Information]
  • Marinovich, M., Azizi, L., Macaskill, P., Irwig, L., Morrow, M., Solin, L., Houssami, N. (2016). The Association of Surgical Margins and Local Recurrence in Women with Ductal Carcinoma In Situ Treated with Breast-Conserving Therapy: A Meta-Analysis. Annals of Surgical Oncology, 23(12), 3811-3821. [More Information]

2015

  • Azizi, L. (2015). Bayesian methods in epidemiology. Statistics in Medicine, 34(22), 3079-3080. [More Information]

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