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/bioimaging and enigneering related 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

Timetable

L_Azizi

Current research students

Honours students

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

Micro-scale structures and communities in networks.

  • Jia Min Dong:

Variational Autoencoders for Longitudinal data and applications in personalised healthcare.

PhD students

Bayesian neural networks for dynamical systems.

Bayesian non-parametrics Transfer learning.

Variational Nonparametric classification models for Genomics.

Current research students

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

Awards and honours

Micorsoft Cambridge research AI for health team and I gave a tutorial "Machine Learning for Personalised Health" at theleading 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

Download citations: PDF RTF Endnote

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]

To update your profile click here. For support on your academic profile contact .